https://memory.psych.upenn.edu/mediawiki/api.php?action=feedcontributions&user=Losulliv&feedformat=atom Computational Memory Lab - User contributions [en] 2024-03-29T13:06:12Z User contributions MediaWiki 1.26.4 https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5790 People 2016-01-08T20:47:21Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File:Solomon1.jpg|&lt;big&gt;Ethan Solomon &lt;/big&gt;&lt;br /&gt; esolo AT mail.med.upenn.edu &lt;br /&gt; Graduate Student<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy3.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda, Ph.D. &lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: Broitman.jpg|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> File: ChristophW.jpg|&lt;big&gt;Christoph Weidemann, Ph.D. &lt;/big&gt;&lt;br /&gt; cweidema AT sas.upenn.edu &lt;br /&gt;Researcher/ Visiting Scholar<br /> File:Tung.jpg|&lt;big&gt;Tung Phan&lt;/big&gt;&lt;br /&gt; tungphan AT wharton.upenn.edu &lt;br /&gt;Research Analyst<br /> File:Stas1.jpg|&lt;big&gt;Stanislav Busygin, Ph.D. &lt;/big&gt;&lt;br /&gt; busygin AT sas.upenn.edu &lt;br /&gt; Data Scientist<br /> File:Maciek.jpg|&lt;big&gt;Maciek Swat, Ph.D.&lt;/big&gt;&lt;br /&gt; mswat AT sas.upenn.edu &lt;br /&gt; Sr. Research Scientist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt; Scientific Software Developer<br /> File:Lubken.jpg|&lt;big&gt;Jason Lubken&lt;/big&gt;&lt;br /&gt;jlubken AT sas.upenn.edu &lt;br /&gt; Senior Scientific Programmer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:SunnyLu.jpg|&lt;big&gt;Sunny Lu&lt;/big&gt;&lt;br /&gt;<br /> File:Jasmine2.jpg|&lt;big&gt;Jasmine Wang&lt;/big&gt;&lt;br /&gt;<br /> File:Mansour.jpg|&lt;big&gt;Mia Mansour&lt;/big&gt;&lt;br /&gt;<br /> File:Lim.JPG|&lt;big&gt;Jang Won Lim&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:EashA.png| Eash Aggarwal &lt;br /&gt; <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Ester Kahana &lt;br /&gt;<br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Penina.jpg|Penina Krieger&lt;br /&gt; Undergraduate, &lt;br /&gt; Princeton University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Anastasia.jpg|[[Anastasia_Lyalenko_Memorial_Fund|Anastasia Lyalenko]] &lt;br /&gt; [[Anastasia_Lyalenko_Memorial_Fund| Memorial Page]]<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://dartmouth.edu/faculty-directory/jeremy-rothman-manning Jeremy Manning, Ph.D.] &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> &lt;!--File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University--&gt; <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=File:EashA.png&diff=5789 File:EashA.png 2016-01-08T20:46:59Z <p>Losulliv: </p> <hr /> <div></div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=TotalRecall&diff=5699 TotalRecall 2015-10-08T16:52:09Z <p>Losulliv: </p> <hr /> <div>[[File:TotalRecall_screenshot.png|thumb|400px|TotalRecall in action. Click to embiggen.]]<br /> An easy-to-use tool for quickly annotating audio files<br /> <br /> == Overview ==<br /> Penn TotalRecall is designed for precise scoring and timing of participant responses during verbal tasks, especially Free Recall. However, it can be used for many kinds of audio annotation. TotalRecall displays an audio recording as a self-scrolling waveform that automatically keeps up with audio playback.<br /> <br /> TotalRecall is used on a daily basis by many in the Computational Memory Lab. Support and maintenance will continue indefinitely with new features being added as needed.<br /> <br /> == Download ==<br /> {| cellpadding=&quot;5&quot; cellspacing=&quot;0&quot;<br /> | <br /> | '''Operating System'''<br /> | '''Type'''<br /> |-<br /> |[[File:mac_icon.png]]<br /> | [http://memory.psych.upenn.edu/files/software/TotalRecall/downloads/stable/PennTotalRecall.dmg Mac OSX]<br /> | Mac OSX App ([[#10.7_.28Lion.29_and_10.8_.28Mountain_Lion.29|see below for 10.7 or later]])<br /> |-<br /> |[[File:ubuntu_icon.png]]<br /> | [http://memory.psych.upenn.edu/files/software/TotalRecall/downloads/stable/PennTotalRecall.deb Linux]<br /> | Debian Package<br /> |-<br /> |[[File:windows_icon.png]]<br /> | [http://memory.psych.upenn.edu/files/software/TotalRecall/downloads/stable/PennTotalRecall_Setup.exe Windows]<br /> | Windows Installer<br /> |-<br /> |[[File:github_icon.png|32px]]<br /> | [http://github.com/memlab/Penn-TotalRecall Source Code]<br /> |}<br /> <br /> == Getting started ==<br /> Download the file for your platform.<br /> <br /> Install:<br /> <br /> * Mac: double click the .dmg file and drag PennTotalRecall.app into the Applications folder.<br /> ** [[#10.7_.28Lion.29_and_10.8_.28Mountain_Lion.29|See below]] for special 10.7.x (Lion) or 10.8.x (Mountain Lion) Gatekeeper issues.<br /> * Linux: double click the .deb file and click Install Package.<br /> * Windows: double click the .exe file and follow the instructions.<br /> <br /> Now try running the program:<br /> <br /> * Mac: search for Penn TotalRecall in Spotlight, or double click PennTotalRecall.app in Finder by going to the Applications folder.<br /> * Linux: on Ubuntu you can find Penn TotalRecall in the Applications --&gt; Accessories menu.<br /> * Windows: you can find Penn TotalRecall in the start menu as usual. There should also be an icon on your desktop.<br /> <br /> Try opening the wave file provided in this [http://memory.psych.upenn.edu/files/software/TotalRecall/downloads/stable/sample.zip samples folder].<br /> <br /> Check the menu items for actions and keybindings available to the user. Also check Help --&gt; Key Bindings.<br /> <br /> &lt;div class=&quot;toccolours mw-collapsible mw-collapsed&quot; style=&quot;width:800px&quot;&gt;<br /> === 10.7 (Lion) and 10.8 (Mountain Lion) ===<br /> &lt;div class=&quot;mw-collapsible-content&quot;&gt;<br /> The [http://support.apple.com/kb/ht5290 &quot;Gatekeeper&quot;] function in the newest versions of OS X is designed to keep your system safe from potentially harmful software. Unfortunately, they may also prevent you from opening &quot;unsigned&quot; applications like TotalRecall.<br /> <br /> If you are unable to open TotalRecall on your Mac OS X system, please do the following:<br /> <br /> # Go into '''System Preferences''', then click '''Security &amp; Privacy'''.<br /> #; [[File:Gatekeeper1.png|300px]]''(click to enlarge)''<br /> # Click the '''General''' tab, and select '''Anywhere''' under '''Allow applications downloaded from'''.<br /> #; [[File:Gatekeeper2.png|300px]]''(click to enlarge)''<br /> #: '''Note:''' You may need to authenticate as an administrator.<br /> # Open the TotalRecall application package. You may be warned about opening it for the first time.<br /> # After it opens for the first time, you may return the setting that you changed in Step 2 above to its previous selection if desired.<br /> <br /> ''Special thanks to [http://psych.colorado.edu/~mollison/ '''Matt Mollison'''] for noticing this problem, and finding a solution.''<br /> &lt;/div&gt;<br /> &lt;/div&gt;<br /> <br /> == Video tutorials and written annotation guide ==<br /> <br /> Our [[AnnotationGuide|full guide to annotation]] and [[Annotation tutorial videos|video tutorials]] explain proper use of TotalRecall, along with our internal annotation methods.<br /> <br /> == System requirements ==<br /> TotalRecall currently runs on Mac OSX, Linux and Windows. We plan to test and support [[TotalRecall_Development#Supported_configurations|these]] configurations, but the program may work on others.<br /> <br /> TotalRecall requires a Java Runtime Environment, version 5 or higher. Most computers come with Java pre-installed, so you can probably download and run the program without worrying about system requirements.<br /> If it turns out you don't have Java, you can download it free [http://www.java.com/getjava/ here].<br /> <br /> == Support, contact, and bug reports ==<br /> Please feel free to contact us at: memory - software @ psych . upenn . edu (remove all the spaces).<br /> <br /> '''Thank you for taking the time to improve Penn TotalRecall!'''<br /> <br /> == Data analysis ==<br /> We also provide our [[behavioral_toolbox|Behavioral Toolbox]], a collection of MATLAB functions useful for analyzing the output of TotalRecall.<br /> <br /> == Development ==<br /> Please visit our [[TotalRecall_Development|development page]].<br /> <br /> For developers, please also visit our [[TotalRecall/Build]] page.<br /> <br /> [[Category:TotalRecall]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5589 People 2015-09-14T13:10:09Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy3.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: AdamWB.JPG|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> File: ChristophW.jpg|&lt;big&gt;Christoph Weidemann&lt;/big&gt;&lt;br /&gt; cweidema AT sas.upenn.edu &lt;br /&gt;Researcher/ Visiting Scholar<br /> File:Person-placeholder.png|&lt;big&gt;Tung Phan&lt;/big&gt;&lt;br /&gt; tungphan AT wharton.upenn.edu &lt;br /&gt;Researcher<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt; Scientific Software Developer<br /> File:Person-placeholder.png|&lt;big&gt;Jason Lubken&lt;/big&gt;&lt;br /&gt;jlubken AT sas.upenn.edu &lt;br /&gt; Senior Scientific Programmer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Person-placeholder.png|&lt;big&gt;Ester Kahana&lt;/big&gt;&lt;br /&gt;<br /> File:Person-placeholder.png|&lt;big&gt;Sunny Lu&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Person-placeholder.png| Eash Aggarwal &lt;br /&gt; <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Penina.jpg|Penina Krieger&lt;br /&gt; Undergraduate, &lt;br /&gt; Princeton University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> &lt;!--File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University--&gt; <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5570 People 2015-08-21T15:57:44Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:Person-placeholder.png|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;!--AdamWB.jpg--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt; Scientific Software Developer<br /> File:Person-placeholder.png|&lt;big&gt;Jason Lubken&lt;/big&gt;&lt;br /&gt; &lt;br /&gt; Senior Scientific Programmer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> File:Person-placeholder.png|&lt;big&gt;Ester Kahana&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5569 People 2015-08-21T15:57:27Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:Person-placeholder.png|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;!--AdamWB.jpg--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt; Scientific Software Developer<br /> File:Person-placeholder.png|&lt;big&gt;Jason Lubken&lt;/big&gt;&lt;br /&gt; &lt;br /&gt; Senior Scientific Programmer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> File:PersonPlaceHolder.png|&lt;big&gt;Ester Kahana&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5568 People 2015-08-21T15:56:53Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:Person-placeholder.png|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;!--AdamWB.jpg--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt; Scientific Software Developer<br /> File:Person-placeholder.png|&lt;big&gt;Jason Lubken&lt;/big&gt;&lt;br /&gt; &lt;br /&gt; Senior Scientific Programmer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5567 People 2015-08-21T15:45:47Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:Person-placeholder.png|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;!--AdamWB.jpg--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5566 People 2015-08-21T15:45:18Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:Person-placeholder.png|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=File:AdamWB.JPG&diff=5565 File:AdamWB.JPG 2015-08-21T15:03:12Z <p>Losulliv: </p> <hr /> <div></div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5564 People 2015-08-21T15:02:35Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:AdamWB.jpg|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5563 People 2015-08-21T15:01:59Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:AdamWB.pdf|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5562 People 2015-08-21T15:00:33Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:AdamWB.jpg|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5561 People 2015-08-21T14:59:58Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> [File:AdamWB.jpg]|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5560 People 2015-08-21T14:58:36Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: ‎AdamWB.pdf|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5559 People 2015-08-21T14:58:09Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: ‎AdamWB.pdf|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5558 People 2015-08-21T14:55:17Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: ‎AdamWB.jpg|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5557 People 2015-08-21T14:54:57Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:AdamWB.JPG|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5556 People 2015-08-21T14:52:49Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File:AdamB.JPG|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5555 People 2015-08-21T14:52:31Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: https://memory.psych.upenn.edu/InternalWiki/images/8/88/AdamB.JPG|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5554 People 2015-08-21T14:51:57Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation&lt;br /&gt;Project Director, [http://www.darpa.mil/program/restoring-active-memory Restoring Active Memory]<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: ‎AdamB.JPG|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; adamwb AT sas.upenn.edu &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5551 People 2015-08-19T21:32:00Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> &lt;!File: ‎AdamB.jpg|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5550 People 2015-08-19T21:31:11Z <p>Losulliv: /* Research Staff */</p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> File: ‎AdamB.jpg|&lt;big&gt;Adam Broitman&lt;/big&gt;&lt;br /&gt; &lt;br /&gt;Research Specialist<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5549 People 2015-08-19T15:34:08Z <p>Losulliv: </p> <hr /> <div><br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;[http://ezzyat.wordpress.com Youssef Ezzyat, Ph.D.]&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Research Fellow<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya, Ph.D.&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Kragel.jpg|&lt;big&gt;James Kragel, Ph.D.&lt;/big&gt;&lt;br /&gt;jkragel AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> &lt;!--File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist--&gt;<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> File: ‎Johri.jpg|&lt;big&gt;Ansh Johri&lt;/big&gt;&lt;br /&gt; anjohri AT seas.upenn.edu&lt;br /&gt;Researcher<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;!--File:Novich.jpg|&lt;big&gt;Corey Novich&lt;/big&gt;&lt;br /&gt; conovich AT seas.upenn.edu&lt;br /&gt;Software Developer--&gt;<br /> &lt;/gallery&gt;<br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> &lt;!--File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> &lt;!--File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:Penina.jpg|&lt;big&gt;Penina Krieger&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> == Lab Alumni ==<br /> &lt;gallery widths=100px perrow=7&gt;<br /> File:Kelly.jpg| Kelly Addis, Ph.D. &lt;br /&gt; Consultant, &lt;br /&gt; Synygy <br /> File:Erin.jpg|Erin Beck&lt;br /&gt;M.P.H. Student, Columbia University<br /> File:Person-placeholder.png| Benjamin Burack &lt;br /&gt; <br /> File:Burke.jpg|[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;br /&gt;Resident&lt;br /&gt;University of California, San Francisco<br /> File:JeremyC.jpg| Jeremy Caplan, Ph.D. &lt;br /&gt; Associate Professor, University of Alberta <br /> File:Person-placeholder.png| Steven Chen &lt;br /&gt; <br /> File:Person-placeholder.png| Etan Cohen &lt;br /&gt; Director/Screenwriter<br /> File:Liz.jpg|Elizabeth Crutchley&lt;br /&gt;Lab Manager, &lt;br /&gt; Infant Language Center, University of Pennsylvania<br /> File:Patrick.jpg|Patrick Crutchley&lt;br /&gt;Senior Application Developer, [http://wwbp.org World Well-Being Project], &lt;br/&gt;University of Pennsylvania<br /> File:Danoff.jpg| Michelle Danoff&lt;br /&gt; Student, &lt;br /&gt; Harvard University<br /> File:Orin.jpg| Orin Davis, Ph.D. &lt;br /&gt; Principal Investigator, [http://www.qllab.org/ Quality of Life Laboratory]<br /> File:EmilyD.jpg| Emily Dolan, Ph.D. &lt;br /&gt; Evaluation Coordinator, VA Puget Sound <br /> File:Arne.jpg| Arne Ekstrom, Ph.D. &lt;br /&gt; Assistant Professor, UC Davis <br /> File:Ellner.jpg| Samantha Ellner &lt;br /&gt; MBA Candidate, &lt;br /&gt; Harvard Business School<br /> File:Gennady.png| Gennady Erlikhman &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; University of Nevada, Reno<br /> File:JonathanEW.jpg|Jonathan Eskreis-Winkler&lt;br /&gt; Ph.D. Student, University of Chicago<br /> File:LynneG.png| Lynne Gauthier &lt;br /&gt; Assistant Professor, Ohio State University<br /> File:Travis.png| Travis Gebhardt &lt;br /&gt; Director of Engineering, KAYAK <br /> File:Aaron.jpg| Aaron Geller, M.D. &lt;br /&gt; Resident Physician (Neurology), &lt;br /&gt; NYU <br /> File:Jimmy.jpg|James Germi&lt;br /&gt; Researcher, &lt;br /&gt; University of Texas, Southwestern<br /> File:TomG.jpg|Tom Gradel&lt;br /&gt;<br /> File:Jeff.jpg|Jeffrey Greenberg&lt;br /&gt;Ph.D. Student, University of Ohio<br /> File:Person-placeholder.png| Caroline Haimm &lt;br /&gt; Research Coordinator, Duckworth Lab, &lt;br/&gt;University of Pennsylvania<br /> File:Haque.jpg|Rafi Haque&lt;br /&gt;M.D./Ph.D. Student, Emory University<br /> File:Masaki.jpg| Masaki Horii &lt;br /&gt; Systems Engineer &lt;br /&gt; Photo-Sonics, Inc.<br /> File:Marc.jpg| Marc Howard, Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; Boston University <br /> File:Kylie.jpg| Kylie Hower &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Temple University <br /> File:Grace.jpg| Grace Hwang, Ph.D. &lt;br /&gt; Engineer, &lt;br /&gt; Mitre Corporation <br /> File:JoshJ.jpg| [http://memory.psych.upenn.edu/~josh Joshua Jacobs, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Columbia University <br /> File:Ilana.jpg| Ilana Jerud, M.D. &lt;br /&gt; Resident Physician (Psychiatry), &lt;br /&gt; Mount Sinai Hospital <br /> File:Alyssa.jpg|Alyssa Johncola&lt;br /&gt;<br /> File:Person-placeholder.png| Pauline T. Johnsen, Ph.D. &lt;br /&gt; <br /> File:Person-placeholder.png| Brian Kamins<br /> File:Person-placeholder.png| Jonathan Kay &lt;br /&gt;<br /> File:RogerKhazan.png| Roger Khazan, Ph.D. &lt;br /&gt; Senior Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:DanK.jpg| Dan Kimball, J.D., Ph.D. &lt;br /&gt; Associate Professor, &lt;br /&gt; University of Oklahoma <br /> File:MatthewK.png| Matthew P. Kirschen, M.D., Ph.D. &lt;br /&gt; Attending Physician, &lt;br /&gt; Children's Hospital of Philadelphia <br /> File:KrystalK.png| Krystal Klein, Ph.D. &lt;br /&gt; Postdoctoral Fellow, &lt;br /&gt; Ohio University <br /> File:Person-placeholder.png| Dov Kogen &lt;br /&gt; <br /> File:Igor.jpg| Igor Korolev, Ph.D. &lt;br /&gt; D.O. Candidate, &lt;br /&gt; Michigan State University <br /> File:Josh.jpg|Josh Kriegel&lt;br /&gt;Postbac, &lt;br /&gt; Columbia University<br /> File:Joel.jpg|Joel Kuhn&lt;br /&gt;Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Person-placeholder.png| Richard Lawrence &lt;br /&gt; Ph.D. Student, &lt;br /&gt; U.C. Berkley <br /> File:Person-placeholder.png| Eben Lazarus &lt;br /&gt; Ph.D. Student, &lt;br /&gt; Harvard University<br /> File:Kenton.jpg| Kenton Lee &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Washington <br /> File:Brad.jpg| Brad Lega, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; UT Southwestern Medical Center<br /> File:TimLew.png| Tim Lew &lt;br /&gt; Ph.D. Student, &lt;br /&gt; UC San Diego<br /> File:Nicole.jpg|[http://sites.google.com/site/nmarielong Nicole Long, Ph.D.]&lt;br /&gt;Postdoctoral Fellow,&lt;br /&gt;University of Oregon<br /> File:Anastasia.jpg| Anastasia Lyalenko &lt;br /&gt;<br /> File:Ningcheng.jpg| Ningcheng (Peter) Li &lt;br /&gt; M.D. Student, &lt;br /&gt; Yale University<br /> File:Stamati.jpg|Stamati Liapis&lt;br /&gt; Research Specialist/Lab Manager, &lt;br /&gt; Epstein Lab, University of Pennsylvania<br /> File:Lynn.jpg|[http://sites.google.com/site/lynnlohnas/ Lynn Lohnas, Ph.D.]&lt;br /&gt;Postdoctoral Fellow, NYU<br /> File:Omar.jpg|Omar Lopez&lt;br /&gt;<br /> File:Person-placeholder.png| Josh Magarick &lt;br /&gt;<br /> File:JeremyM.jpg| [http://www.princeton.edu/~manning3 Jeremy Manning, Ph.D.] &lt;br /&gt; Postdoctoral Fellow, Princeton University <br /> File:Yuvi.jpg| Yuvi Masory &lt;br /&gt; Independent consultant<br /> File:Jonathan.jpg| Jonathan Miller. Ph.D. &lt;br /&gt; Drexel University <br /> File:Matt.jpg| [http://psych.colorado.edu/~mollison/ Matt Mollison] &lt;br /&gt; Ph.D. Student, &lt;br /&gt; University of Colorado at Boulder <br /> File:Neal.jpg| Neal Morton &lt;br /&gt; Ph.D. Student, Vanderbilt University <br /> File:EhrenNewman.png|[http://www.thenewmanlab.com/people.html Ehren Newman, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Indiana University, Bloomington<br /> File:Novich.jpg| Corey Novich &lt;br /&gt; Sortware Developer, [http://orion.bme.columbia.edu/jacobs/ Cognitive Brain Dynamics Lab] &lt;br /&gt;Columbia University <br /> File:Person-placeholder.png| Peter Pantelis, Ph.D. &lt;br /&gt; Postdoctoral Researcher, &lt;br /&gt; Indiana University-Bloomington<br /> File:Johanna.jpg|Johanna Phillips&lt;br /&gt;<br /> File:Sean.jpg| [http://www.polyn.com/ Sean Polyn, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Vanderbilt University <br /> File:Person-placeholder.png| Eric Pressman &lt;br /&gt; Usability Group Sr. Team Lead, &lt;br /&gt; MathWorks <br /> File:EmilyR.jpg| Emily Rosenberg &lt;br /&gt; Med Student, &lt;br /&gt; Penn State<br /> File:Rachel.jpg|Rachel Russell&lt;br /&gt; Research Coordinator, &lt;br /&gt; University of Pennsylvania<br /> File:Colin.jpg| Colin Sauder &lt;br /&gt; Researcher, &lt;br /&gt; University of Texas<br /> File:Schleifer2.jpg| Ian Schleifer &lt;br /&gt; Systems Developer/Engineer &lt;br /&gt; Ohio State University<br /> File:Person-placeholder.png| Abraham Schneider, Ph.D. &lt;br /&gt; <br /> File:GregSchwartz.png| Greg Schwartz, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Northwestern University<br /> File:Per.jpg| [http://faculty.psy.ohio-state.edu/sederberg/ Per B. Sederberg, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; Ohio State University <br /> File:Person-placeholder.png| David Seelig &lt;br /&gt; D.V.M./Ph.D. Student, &lt;br /&gt; University of Pennsylvania <br /> File:Misha.jpg| Misha Serruya, M.D., Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Jefferson Hospital <br /> File:Yevgeniy.jpg| Yevgeniy Sirotin, Ph.D. &lt;br /&gt; Human Factors Scientist, &lt;br /&gt; Scitor Corporation <br /> File:Julia.jpg| Julia (Barnathan) Skolnik &lt;br /&gt; Curriculum Specialist, The Franklin Institute <br /> File:Person-placeholder.png| Alec Solway, Ph.D. &lt;br /&gt; Postdoctoral Associate, &lt;br /&gt; The Virginia Tech Carilion School of Medicine and Research Institute <br /> File:Jessica.jpg| Jessica Spencer, M.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Emory School of Medicine <br /> File:Vitaly.jpg| Vitaly Terushkin, M.D. &lt;br /&gt; Zitelli and Brodland Skin Cancer Center <br /> File:Michele.jpg| Michele Tully Tine, Ph.D. &lt;br /&gt; Assistant Professor, Dartmouth College <br /> File:DanUtin.png| Dan Utin &lt;br /&gt; Research Staff, &lt;br /&gt; MIT Lincoln Laboratory <br /> File:Marieke.jpg| [http://www.ai.rug.nl/~mkvanvugt/ Marieke van Vugt, Ph.D.] &lt;br /&gt; Assistant Professor, &lt;br /&gt; University of Groningen <br /> File:Christoph.jpg| [http://cogsci.info/ Christoph Weidemann, Ph.D.] &lt;br /&gt; Associate Professor, &lt;br /&gt; Swansea University <br /> File:Ryan.jpg|Ryan Bailey Williams &lt;br /&gt;<br /> File:Person-placeholder.png| Brad Wyble, Ph.D. &lt;br /&gt; Assistant Professor, &lt;br /&gt; Pennsylvania State University<br /> File:yaffe.png|Robert Yaffe &lt;br /&gt; NINDS<br /> File:Kareem.jpg| Kareem Zaghloul, M.D., Ph.D &lt;br /&gt; Clinical faculty, &lt;br /&gt; NINDS<br /> File:Franklin.jpg| Franklin Zaromb, Ph.D. &lt;br /&gt; Research Scientist, &lt;br /&gt; ETS <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5282 People 2015-05-18T14:37:00Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=File:TGianangelo.jpg&diff=5281 File:TGianangelo.jpg 2015-05-18T14:36:30Z <p>Losulliv: </p> <hr /> <div></div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5280 People 2015-05-18T14:36:07Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5279 People 2015-05-18T14:35:46Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5278 People 2015-05-18T14:35:30Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5277 People 2015-05-18T14:34:03Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5276 People 2015-05-18T14:33:50Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.png|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5275 People 2015-05-18T13:48:38Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:Person-placeholder.png|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5274 People 2015-05-18T13:48:12Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:PeoplePlaceholder.png|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5273 People 2015-05-18T13:24:09Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5272 People 2015-05-18T13:20:22Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TaylorGianangelo.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> <br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5271 People 2015-05-18T13:19:52Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TaylorGianangelo.jpg|big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5270 People 2015-05-18T13:18:38Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TG.jpg|big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5269 People 2015-05-18T12:59:35Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TaylorG.png|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5268 People 2015-05-18T12:59:02Z <p>Losulliv: /* Undergraduate Students */</p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:TaylorG.jpg|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=People&diff=5267 People 2015-05-15T18:42:34Z <p>Losulliv: </p> <hr /> <div>&lt;big&gt; [[Alumni|Lab Alumni]] &lt;/big&gt;<br /> <br /> &lt;big&gt;[https://memory.psych.upenn.edu/InternalWiki/Contact_List Full Contact List] (CML Internal Wiki)&lt;/big&gt;<br /> <br /> &lt;big&gt;[[More Lab Photos]]&lt;/big&gt;<br /> <br /> __FORCETOC__<br /> __TOC__<br /> <br /> == Lab Directors ==<br /> &lt;gallery widths=360px heights=480px&gt;<br /> File:Mike.jpg|&lt;big&gt;[[Michael J. Kahana|Michael J. Kahana, Ph.D.]]&lt;/big&gt;&lt;br /&gt;kahana AT psych.upenn.edu&lt;br /&gt;CML Principal Investigator<br /> File:Dan.jpg|&lt;big&gt;[[Daniel S. Rizzuto|Daniel S. Rizzuto, Ph.D.]]&lt;/big&gt;&lt;br /&gt;drizzuto AT sas.upenn.edu&lt;br /&gt;Director of Cognitive Neuromodulation<br /> &lt;/gallery&gt;<br /> <br /> == Postdoctoral Fellows, Medical Residents, &amp; Graduate Students ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Karl.jpg|&lt;big&gt;[http://karlhealey.github.com/Site/Karl_Healey.html Karl Healey, Ph.D.]&lt;/big&gt;&lt;br /&gt;healeym AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:Youssef.jpg|&lt;big&gt;Youssef Ezzyat, Ph.D.&lt;/big&gt;&lt;br /&gt;yezzyat AT sas.upenn.edu&lt;br /&gt;Postdoctoral Fellow <br /> File: Max.jpg|&lt;big&gt;Max Merkow, M.D.&lt;/big&gt;&lt;br /&gt;Maxwell.Merkow AT uphs.upenn.edu&lt;br /&gt;Postdoctoral Fellow<br /> File:BryanMoore.JPG| &lt;big&gt;Bryan Moore, M.D.&lt;/big&gt;&lt;br /&gt;bryan.moore AT uphs.upenn.edu&lt;br /&gt; Postdoctoral Fellow<br /> File:Burke.jpg|&lt;big&gt;[http://sites.google.com/site/johnfredburkememoryresearch/ John Burke, Ph.D.]&lt;/big&gt;&lt;br /&gt;jfburke AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> File:Nicole.jpg|&lt;big&gt;[http://sites.google.com/site/nmarielong Nicole Long]&lt;/big&gt;&lt;br /&gt;niclong AT sas.upenn.edu&lt;br /&gt;Psychology Ph.D. Student<br /> File:Ashwin.jpg|&lt;big&gt;Ashwin Ramayya&lt;/big&gt;&lt;br /&gt;ramayya AT mail.med.upenn.edu&lt;br /&gt;Neuroscience M.D./Ph.D. Student<br /> <br /> <br /> &lt;/gallery&gt;<br /> <br /> == Research Staff ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:Katherine.jpg|&lt;big&gt;Katherine Hurley&lt;/big&gt;&lt;br /&gt;kbhurley AT psych.upenn.edu&lt;br /&gt;Research Coordinator<br /> File:DebG.jpg|&lt;big&gt;Deb Gaspari&lt;/big&gt;&lt;br /&gt;gaspari AT sas.upenn.edu&lt;br /&gt;Grants Manager<br /> File:Anastasia.jpg|&lt;big&gt;Anastasia Lyalenko&lt;/big&gt;&lt;br /&gt;analy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Deb.jpg|&lt;big&gt;Deborah Levy&lt;/big&gt;&lt;br /&gt;deblevy AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File:Logan.jpg|&lt;big&gt;Logan O'Sullivan&lt;/big&gt;&lt;br /&gt;losu AT psych.upenn.edu&lt;br /&gt;Research Specialist<br /> File: Sandy.jpg|&lt;big&gt;Sandra LaMonaca&lt;/big&gt;&lt;br /&gt;sandrala AT sas.upenn.edu&lt;br /&gt;Assistant to the P.I.<br /> File: Wanda1.jpg‎|&lt;big&gt;Paul A. Wanda&lt;/big&gt;&lt;br /&gt;pwanda AT sas.upenn.edu&lt;br /&gt;RAM Project Manager<br /> &lt;/gallery&gt;<br /> <br /> == Software Developers ==<br /> &lt;gallery widths=225px heights=300px&gt;<br /> File:TomG.jpg|&lt;big&gt;Tom Gradel&lt;/big&gt;&lt;br /&gt;tgradel AT psych.upenn.edu&lt;br /&gt;Senior Software Developer<br /> File:Isaac.jpg|&lt;big&gt;Isaac Pedisich&lt;/big&gt;&lt;br /&gt;iped AT sas.upenn.edu&lt;br /&gt;Software Developer<br /> &lt;/gallery&gt;<br /> <br /> <br /> == Undergraduate Students ==<br /> &lt;gallery widths=150px heights=200px&gt;<br /> File:Jimmy.jpg|&lt;big&gt;James Germi&lt;/big&gt;&lt;br /&gt;<br /> File:Alyssa.jpg|&lt;big&gt;Alyssa Johncola&lt;/big&gt;&lt;br /&gt;<br /> File:Johanna.jpg|&lt;big&gt;Johanna Phillips&lt;/big&gt;&lt;br /&gt;<br /> File:Stamati.jpg|&lt;big&gt;Stamati Liapis&lt;/big&gt;&lt;br /&gt;<br /> File:Tanvi.jpg|&lt;big&gt;Tanvi Patel&lt;/big&gt;&lt;br /&gt;<br /> File:Omar.jpg|&lt;big&gt;Omar Lopez&lt;/big&gt;&lt;br /&gt;<br /> File:QK.jpg|&lt;big&gt;Q Kalantary&lt;/big&gt;&lt;br /&gt;<br /> File:ShivaliGovani.jpg|&lt;big&gt;Shivali Govani&lt;/big&gt;&lt;br /&gt;<br /> File:Person-placeholder.png|&lt;big&gt;Taylor Gianangelo&lt;/big&gt;&lt;br /&gt;<br /> &lt;/gallery&gt;<br /> <br /> [[Category:People]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=File:ShivaliGovani.jpg&diff=5266 File:ShivaliGovani.jpg 2015-05-15T18:40:37Z <p>Losulliv: </p> <hr /> <div></div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5226 Main Page 2015-04-30T19:46:53Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (a book of these results can be found [http://memory.psych.upenn.edu/files/misc/ALL_ltpFR1_1-20_16-04-2015.pdf here]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5225 Main Page 2015-04-30T19:46:33Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (a book of these results can be found [[ALL_ltpFR1_1-20_16-04-2015.pdf| here]]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5224 Main Page 2015-04-30T19:45:36Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (a book of these results can be found [http://memory.psych.upenn.edu/files/misc/ALL_ltpFR1_1-20_16-04-2015.pdf here]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5223 Main Page 2015-04-30T19:45:14Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (a book of these results can be found [http://memory.psych.upenn.edu/files/misc/ALL_ltpFR1_1-20_16-04-2015.pdf| here]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5222 Main Page 2015-04-30T14:25:04Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (reports [http://memory.psych.upenn.edu/files/misc/ALL_ltpFR1_1-20_16-04-2015.pdf]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5221 Main Page 2015-04-30T14:24:24Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (reports can be found [http://memory.psych.upenn.edu/files/misc/ALL_ltpFR1_1-20_16-04-2015.pdf]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5220 Main Page 2015-04-30T14:23:43Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (reports can be found [[ALL_ltpFR1_1-20_16-04-2015.pdf| here]]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5219 Main Page 2015-04-30T14:23:17Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (reports can be found [http://memory.psych.upenn.edu/files/misc/ALL_ltpFR1_1-20_16-04-2015.pdf| here]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv https://memory.psych.upenn.edu/mediawiki/index.php?title=Main_Page&diff=5218 Main Page 2015-04-30T14:22:39Z <p>Losulliv: </p> <hr /> <div>__NOTITLE__<br /> __NOTOC__<br /> [[File:CML_Logo.png|center|link=]]<br /> <br /> <br /> <br /> {| border=&quot;0&quot; cellpadding=&quot;10&quot; style=&quot;margin: 0 auto;&quot;<br /> |-<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Models-thumb.png|frameless|left|border|150px|link=#Computational models of human memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Computational models of human memory|Computational models of human memory]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Ecog-thumb.png|frameless|left|border|150px|link=#Neural oscillatory correlates of episodic memory]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural oscillatory correlates of episodic memory|Neural oscillatory correlates of episodic memory]]&lt;/span&gt;<br /> |}<br /> |<br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:Reward-thumb.png|frameless|left|border|150px|link=#Neural mechanisms underlying human reward learning and decision making]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Neural mechanisms underlying human reward learning and decision making|Neurophysiology of human reward learning]]&lt;/span&gt;<br /> |}<br /> | <br /> {| border=&quot;0&quot; cellpadding=&quot;5&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> |-<br /> | [[File:MillerThumb.png|frameless|left|border|150px|link=#Human spatial memory and cognition]]<br /> |-<br /> | width=&quot;110pt&quot; | &lt;span style=&quot;font-size: 15pt; line-height: 130%&quot;&gt;[[#Human spatial memory and cognition|Human spatial memory and cognition]]&lt;/span&gt;<br /> |}<br /> &lt;!-- |-<br /> | colspan=&quot;4&quot; align=&quot;center&quot; style=&quot;font-style: bold; font-size: 15pt;&quot; | New: Find a collection of [[Press|news articles about the CML's research here]]--&gt;<br /> |}<br /> <br /> <br /> <br /> {| cellpadding=&quot;20&quot; style=&quot;margin: 0 auto;&quot;<br /> | width=&quot;700pt&quot; | &lt;span style=&quot;font-size: 17pt; line-height: 130%&quot;&gt;The Computational Memory Lab uses mathematical modeling and computational techniques to study human memory. We apply these quantitative methods both to data from laboratory studies of human memory and from electrophysiological studies done on patients with implanted electrodes.&lt;/span&gt;&lt;br /&gt;&lt;br /&gt;&lt;span style=&quot;font-size: 13pt&quot;&gt;Our research is focused on neurocomputational mechanisms of human episodic and spatial memory. Episodic memory refers to memory for events that are embedded in a temporal context. This includes both memory for significant life events and memory for common daily activities. In the laboratory, episodic memory is investigated by presenting lists of words for study, and then asking participants to recall the words. Using conditional probability and latency analyses ([[Publications#Kaha96|Kahana, M. J., 1996]]) one can quantify the way in which people transition from one recalled word to the next (see Fig. 1). &lt;br /&gt;&lt;br /&gt;Furthermore, by studying the electrophysiology of the brain while engaged in memory tasks (as in [[Publications#SedeEtal07a|Sederberg et al., 2007]]), we can find, for example, regions that show increased or decreased activity when a word is successfully encoded (i.e., later recalled) versus when it is not successfully encoded, known as the ''subsequent memory effect'' (see Fig. 2).&lt;br /&gt;&lt;br /&gt;Two of our ongoing, large-scale data collection projects are the [[Penn Electrophysiology of Encoding and Retrieval Study]] ([[PEERS]]), a multi-session experiment with young and older adults combining free recall and scalp EEG (reports can be found [ALL_ltpFR1_1-20_16-04-2015.pdf| here]); and an effort to collect electrophysiological data on patients with intractable epilepsy (undergoing monitoring with intracranial electrodes at partnering local hospitals) while they participate in a variety of memory and decision-making tasks.&lt;/span&gt;<br /> |<br /> {| cellpadding=&quot;20&quot; style=&quot;border: 1px solid darkgray;&quot;<br /> | width=&quot;100pt&quot; style=&quot;background-color:#dddddd;&quot;| [[File:fhm_cover.png|175px|link=Foundations of Human Memory]]<br /> &lt;big&gt;[[Foundations of Human Memory]]&lt;/big&gt;&lt;br /&gt;by [[Michael J. Kahana]]&lt;br /&gt;&lt;br /&gt;Please [[Foundations of Human Memory|click here]] for more information and errata.<br /> |}<br /> |}<br /> <br /> <br /> == Computational models of human memory ==<br /> To explain the processes underlying encoding, organization and retrieval of episodic memories, Kahana and colleagues (notably Marc Howard, Sean Polyn, Per Sederberg, and Lynn Lohnas) have developed a class of retrieved-context models. These models assume that the input to the memory system itself produces contextual drift, and that the current state of context is used to retrieve items from memory. The temporal context model (TCM; [[Publications#HowaKaha02|Howard and Kahana, 2002]]) was introduced to explain recency and contiguity effects in free recall. Specifically, recency effects appear because the context at the time of the memory test is most similar to the context associated with recent items. When an item is retrieved at test, it reinstates the context active when that item was studied. Because this context overlaps with the encoding context of the items' neighbors, a contiguity effect results. Consistent with experimental data, TCM and its variants also predict that recency and contiguity effects are approximately time-scale invariant ([[Publications#SedeEtal08|Sederberg, Howard, and Kahana, 2008]]). Most recently, the [[CMR|Context Maintenance and Retrieval model]] (CMR; [[Publications#PolyEtal09|Polyn, Norman, and Kahana, 2009]]) is a generalized version of TCM that accounts for non-temporal influences on recall dynamics.<br /> <br /> MATLAB scripts to run the CMR model [[CMR|can be downloaded here]].<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:crp2a_square.jpg|none|thumb|200px|''Fig. 1:'' '''The contiguity effect in free recall.''' This curve shows the probability of making a recall to serial position i+lag immediately following recall of serial position i---that is, the conditional-response probability (CRP) as a function of lag.]]<br /> |[[File:cmr.png|center|thumb|400px|''click to enlarge''&lt;br /&gt;&lt;br /&gt;''Fig. 3:'' '''The context-maintenance and retrieval model.''' A. Schematic of CMR. When an item is studied its feature representation (fi) is activated on F. The feature representation contains both item and source features (e.g., size / animacy judgment). An associative weight matrix (MFC) allows each item to update a context representation that contains the item and source features of recently studied items. During study, the features of each item are associated with coactive context elements. During recall, the context representation reactivates (through MCF) the features of recently studied items. B. Hypothesized interactions between prefrontal cortex, temporal cortex, and medial temporal lobe during memory encoding and retrieval predicted by CMR. C. IRTs as a function of output position and total number of recalled items (4, 5, 6 or 7). D. Serial position curves for list lengths (LL) of 20, 30 and 40 items.]]<br /> |}<br /> <br /> == Neural oscillatory correlates of episodic memory ==<br /> <br /> In addition to behavioral and theoretical analyses of episodic memory, we also explore the neurophysiology of episodic memory with electrocorticographic (ECoG) and single neuron recordings from neurosurgical patients who have had electrodes surgically implanted on the cortical surface of the brain or through the medial temporal lobes (including hippocampus) as part of the clinical process of localizing seizure foci. One focus of this research is to determine the oscillatory correlates of successful episodic memory formation and retrieval. Analyses of such recordings have shown that 65 - 95 Hz (gamma) brain oscillations increase while participants are studying words that they will successfully, as opposed to unsuccessfully, recall ([[Publications#SedeEtal03|Sederberg et al., 2003]]; [[Publications#SedeEtal06|Sederberg et al., 2006]]; [[Publications#BurkEtal14|Burke et al., 2014]]; [[Publications#LongEtal14|Long et al., 2014]] ). Gamma activity in hippocampus and neocortex likewise increases prior to successful recall ([[Publications#SedeEtal07|Sederberg et al., 2007]]; [[Publications#BurkEtal14|Burke et al., 2014]]). The movie below illustrates these findings. <br /> <br /> {| style=&quot;margin: auto; width: 560px&quot; cellpadding=&quot;20&quot;; class=&quot;wikitable&quot;<br /> |&lt;HTML5video width=&quot;560&quot; height=&quot;315&quot; autoplay=&quot;true&quot; loop=&quot;true&quot;&gt;FR&lt;/HTML5video&gt;<br /> &lt;span style=&quot;font-size:90%&quot;&gt; ''Fig. 2:'' '''Free Recall Paradigm''' By using a free recall task in which participants study a list of words, we can measure episodic memory formation by comparing the spectral correlates associated with encoding items that are later recalled (red) or forgotten (blue). We record electroencephalographic (EEG) signals from subdurally implanted electrodes in patients with medically intractable epilepsy. We can extract spectral signals (power of a given frequency) from the raw EEG voltage traces for each item and measure when and where power at particular frequencies changes. Successful memory formation is associated with increases in gamma band (65 - 95 Hz) activity in left lateral temporal lobe, medial temporal lobe, and left prefrontal cortex. The same analyses can be performed on items during recall to assess when and where memories are retrieved. Successful memory retrieval is associated with increases in gamma band activity in the left neocortex and hippocampus as well as increases in theta band (4 -8 Hz) activity in right temporal lobe. ''' &lt;/span&gt;<br /> |}<br /> <br /> The ability to reinstate this contextual information during memory search has been considered a hallmark of episodic, or event-based, memory. In [[Publications#MannEtal11a|Manning et al., 2011]], we sought to determine whether contextual reinstatement may be observed in electrical signals recorded from the human brain during episodic recall. We examined ECoG activity from 69 neurosurgical patients as they studied and recalled lists of words in a delayed free recall paradigm (Fig. 4A), and computed similarity between the ECoG patterns recorded just prior to each recall with those recorded after the patient had studied each word. We found that, upon recalling a studied word, the recorded patterns of brain activity were not only similar to the patterns observed when the word was studied, but were also similar to the patterns observed during study of neighboring list words, with similarity decreasing reliably with positional distance (Fig. 4C), just as predicted by context reinstatement models of free recall. The degree to which individual patients exhibited this neural signature of contextual reinstatement was correlated with the contiguity effect as seen in Fig. 4D. In this way, the study provides neural evidence for contextual reinstatement in humans.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:neuralContext.png|center|thumb|650px|''Fig. 4:'' '''Neural evidence for contextual reinstatement in humans.''' A. After studying a list of 20 words and performing a brief distraction task, a participant recalls as many words as he can remember, in any order. ECoG activity is recorded during each study and recall event. The similarity between the recorded patterns is computed as a function of lag. B. Each dot marks the location of a single electrode [temporal lobe (1,815 electrodes), frontal lobe (1,737 electrodes), parietal lobe (512 electrodes), and occipital lobe (138 electrodes)]. C. Similarity between the activity recorded during recall of aword from serial position i and study of a word from serial position i + lag. (Black dot denotes study and recall of the same word, i.e., lag = 0.) D. Participants exhibiting stronger neural signatures of context reinstatement also exhibited more pronounced contiguity effects (as measured by a percentile-based temporal clustering score). (Figure after Manning et al., 2011.)]]<br /> |}<br /> <br /> == Neural mechanisms underlying human reward learning and decision making ==<br /> Recent studies in our lab have shown, for the first time, that the activity of individual neurons in the human basal ganglia are related to learning and decision making ([[Publications#ZaghEtal09|Zaghloul et al. 2009]], [[Publications#ZaghEtal12|Zaghloul et al., 2012]]). Through clinical collaborations, we directly recorded neural activity from single neurons in the human basal ganglia as participants performed a probabilistic learning and and selection task. We found that dopaminergic neurons in the substantia nigra were more active when participants received unexpected rewards compared to when they received expected rewards ([[Publications#ZaghEtal09|Zaghloul et al. 2009]]). This is consistent with current theories of human reinforcement learning that implicate dopaminergic neurons in encoding prediction error, a value that increases as rewards become more surprising (Niv et al 2009). Additionally, we found that neurons in the subthalamic nucleus were more active when participants had to choose between similarly attractive options ([[Publications#ZaghEtal12|Zaghloul et al., 2012]]). This also is consistent with current theories of human decision making which suggest that the subthalamic nucleus plays a critical role in making difficult &quot;high-conflict&quot; decisions (Frank et al 2006). By studying the neural mechanisms underlying human learning and decision making, we hope lay the neurophysiological groundwork for understanding the hypothesized role of the basal ganglia in addiction and pathological reward-seeking and impulsive behavior (Hyman et al., 2006).<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:ZaghEtal09.png|270px|center|thumb|''Fig. 5:'' '''Normalized SN firing rates for unexpected gains and losses.''' Red line indicates feedback onset. The gray region marks the 225 ms interval between 150 and 375 ms after feedback onset. Traces represent activity from 15 SN cells recorded from ten participants. (Figure from Zaghloul et al. 2009.)]] || [[File:ZaghEtal12.png|340px|center|thumb|''Fig. 6:'' '''Normalized STN firing rates during high (solid) and low (dashed) conflict decision trials.''' Red line indicates presentation of stimulus pairs. Grey shaded region represents the interval between 100 and 400 ms after stimulus onset. Traces represent activity from 27 STN cells recorded from 14 participants. (Figure from Zaghloul et al., 2012.)]]<br /> |}<br /> <br /> == Human spatial memory and cognition ==<br /> <br /> [[File:MillerF2.png|thumb|225px|''Fig. 7:'' '''Place responsive cells.''' (a) Firing-rate maps for a cell responsive to northward traversals located in the hippocampus of one of the participants. (b) A cell responsive to eastward traversals recorded from a participant's entorhinal cortex. (c) Regional distribution of place-responsive cells across the entire data set of 371 single units (H, hippocampus; A, amygdala; EC, entorhinal cortex; PHG, parahippocampal gyrus; Ant, anterior medial temporal lobe).]]<br /> <br /> Our lab is also interested in the neural mechanisms underlying human spatial cognition. In this work, we use virtual reality computer games in which participants learn the locations of landmarks in virtual environments. To download a sample of a YellowCab session, click [http://memory.psych.upenn.edu/files/misc/yc2_movie.mov here]. Using this approach, we have documented the existence and character of the 4-8 Hz theta rhythm in the human brain as participants learned to navigate through complex virtual environments ([[Publications#KahaEtal99b|Kahana et al., 1999]]; [[Publications#CaplEtal01|Caplan et al., 2001]]; [[Publications#CaplEtal03|Caplan et al., 2003]]; [[Publications#EkstEtal05|Ekstrom et al., 2005]]; [[Publications#JacoEtal09|Jacobs et al., 2010a]]). Recording individual neurons during virtual navigation, we have discovered &quot;place cells&quot; in the human brain. These cells, which are found primarily in the human hippocampus, become active when a given spatial location is being traversed [[Publications#EkstEtal03|Ekstrom et al. (2003)]]. We also identified several other cellular responses during navigation: cells that become active in response to viewing a salient landmark (from any location), cells that become active when searching for a particular goal location (irrespective of location or view), and cells that respond when traveling in a given direction (bearing/heading).<br /> <br /> [[Publications#JacoEtal10|Jacobs et al. (2010b)]] examined recordings of single-neuron activity from neurosurgical patients playing a virtual-navigation video game. In addition to place cells, which encode the current virtual location, we describe a unique cell type, entorhinal cortex (EC) path cells, the activity of which indicates whether the patient is taking a clockwise or counterclockwise path around the virtual square road. We find that many EC path cells exhibit this directional activity throughout the environment, in contrast to hippocampal neurons, which primarily encode information about specific locations. More broadly, these findings support the hypothesis that EC encodes general properties of the current context (e.g., location or direction) that are used by hippocampus to build unique representations reflecting combinations of these properties.<br /> <br /> '''Grid cells''' in the entorhinal cortex appear to represent spatial location via a triangular coordinate system. Such cells, which have been identified in rats, bats and monkeys, are believed to support a wide range of spatial behaviors. Recording neuronal activity from neurosurgical patients performing a virtual-navigation task, [[Publications#JacoEtal13|Jacobs et al. (2013)]] identified cells exhibiting grid-like spiking patterns in the human brain, suggesting that humans and simpler animals rely on homologous spatial-coding schemes.<br /> <br /> Theories of episodic memory suggest that memory encoding and retrieval are facilitated by '''spatiotemporal context''': a continually updated representation of location in space and time. Recent work in the lab sought to examine the role of spatial context in human episodic memory retrieval through a hybrid spatial and episodic memory task. [[Publications#MillEtal13.pdf|Miller et al. (2013)]] identified place cells as neurosurgical patients performed a delivery task which required them to deliver items to different stores in a virtual town. Following this navigation task, patients were asked to freely recall the items they had delivered. Place cell activation patterns during the navigational task were then compared to the subsequent activation patterns that occurred during the free recall task. Miller et al. found that neural activity during the retrieval of each delivered item was similar to the neural activity associated with the location where that item was encoded. These findings demonstrate context-specific reinstatement of place-responsive cell activity at the time of recall, supporting theories that implicate contextual reinstatement as the basis for memory retrieval.<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> |[[File:MillerF3.png|center|thumb|800px|''Fig. 8:'' '''Spatial context reinstatement.''' (a) Time courses of neural similarity between ensemble place-cell activity during navigation and during item recall for near, middle, and far spatial distance bins. Shaded regions indicate SEM across recalled items, the horizontal bars indicate statistically significant time points and the vertical dotted line indicates the onset of vocalization. (b) Average neural similarity for near, middle and far distance bins for the time period of -300 to 700ms relative to recall onset. Error bars indicate SEM across recalled items. (c) Neural similarity for near and far spatial distance bins for each participants (colored lines) and the participant average (black line) during -300 to 700ms relative to recall onset. Error bars indicate SEM across participants.]] <br /> |}<br /> <br /> {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> [[File:MillerF4.png|center|thumb|300px|''Fig. 9:'' '''Place-responsive cell activity during navigation and recall.''' '''(Left)''' Navigation. Average place cell firing rates when navigating within a cells place field versus traversals outside of the place field (*''P'' &lt; 0.0001). '''(Right)''' Recall. Average place cell firing rates from 1.5s before to 1s after recall onset of items near the center of a place field versus items presented farther from the center of a place field (*''P'' = 0.03). Error bars indicate SEM.]]<br /> |}<br /> <br /> &lt;!--{| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:grid_1.png|center|thumb|313px|''Fig. 8:'' '''Virtual navigation task.''' (a) Participant’s view of the experiment. (b) Mean duration of successive deliveries in the task, averaged across consecutive pairs of deliveries. (c) Mean excess path length. VRU is a measure of virtual distance. Error shading denotes 95% confidence intervals.]] || [[File:grid_2.png|center|thumb|399px|''Fig. 9:'' The activity of two example grid-like cells. Left, overhead view of the environment, with color representing the firing rate (in Hz) at each virtual location. Middle, two-dimensional autocorrelation of the cell’s activity. Peaks in the autocorrelation function determined the spacing and angle of the fitted c grid, which was then used to plot the estimated grid peaks (white ×) across the entire environment. Right, cell spike waveform; red denotes mean.]]--&gt;<br /> <br /> &lt;!-- {| style=&quot;margin: 0 auto;&quot; cellpadding=&quot;20&quot;<br /> | [[File:path_task.png|center|thumb|375px|''Fig. 8:'' '''The Yellow Cab virtual-navigation video game.''' (A) A patient’s on- screen view of the environment during the game. (B) Overhead map of the environment. Possible destination stores are brightly colored and outlined in red. Pale-colored buildings form the remainder of the outer and inner walls of the environment.]] || [[File:path_regions.png|center|thumb|230px|''Fig. 9:'' '''Regional distribution of path cells.''' Bars depict percentage of neurons observed in each brain area that were path cells. Dark shading indicates clockwise or counterclockwise path cells; light shading indicates complex path cells. Region key: A, amygdala; Cx, parietal and temporal cortices; EC, entorhinal cortex; Fr, Frontal cortices; H, hippocampus; PHG, parahippocampal gyrus.]]<br /> |-<br /> |colspan=&quot;2&quot;| [[File:pathcell.png|center|thumb|650px|''Fig. 10:'' '''Clockwise and counterclockwise path cell activity.''' Firing rate of a clockwise path cell from a single patient's right entorhinal cortex during one testing session. Panel 1: Mean firing rate during clockwise movement at each location in the virtual environment. Color indicates the mean firing rate (in Hz), and gray lines indicate the path of the patient. Panel 2: Neuronal activity during counterclockwise movements. Panel 3: Indication of whether firing rate at each location was statistically greater (rank-sum test) during clockwise movements (red) or during counterclockwise movements (blue). Panel 4: Firing rate of this neuron combined across all regions of the environment for clockwise (&quot;CW&quot;) and counterclockwise (&quot;CCW&quot;) movements during straight movements and turns (&quot;Turn&quot;). Panel 4 inset: Activity of a neuron recorded from this same microelectrode in a different testing session; the two cells have very different firing rates and thus are likely distinct, nearby neurons. (Figure from Jacobs et al., 2010b.)]]<br /> |} --&gt;<br /> <br /> &lt;!--[[File:grid_cover.gif|thumb|250px|&quot;Jacobs ''et al.'' show the first direct recordings of putative grid cells in the human entorhinal cortex during virtual navigation. Each of these cells supports spatial navigation by activating at a set of locations arranged in a triangular grid across an environment. Cover illustration by Brian Jacobs based on data from a human grid cell and a photograph by Joshua Jacobs.&quot; (''Nature'': [http://www.nature.com/neuro/journal/v16/n9/covers/index.html &quot;About the cover&quot;])]]--&gt;<br /> <br /> [[Category:public]]</div> Losulliv