UCSD Academic Biography and Bibliography



UCSD ACADEMIC BIOGRAPHY

Section I

Personal Data

|Name: Last, First, Middle | Yu, Angela,Jie |

|Department |Cognitive Science |Title(s) |Assistant Professor |

Home Address

|Street |3485 Reynard Way #C |Phone: |858-344-8118 |

|City, State, Zip |San Diego, CA 92103 |

|E-mail address: |ajyu@ucsd.edu |

Business Address

|Street |9500 Gilman Drive |Phone: |858-822-3317 |

|City, State, Zip |La Jolla, CA 92093 |Mail Code |0515 |

|Country of Citizenship: |USA |

|Are you a citizen or permanent resident of the U.S.? |Yes |x |No | |

|If no, what is your current Visa status? | |

|Date this status began: | |Date this status expires: | |

Person to be contacted in case of emergency:

|Name |Seren Thompson |

|Street |3485 Reynard Way Unit C |Phone: |858-342-2992 |

|City, State, Zip |San Diego, CA 92103 |

Family members or domestic partners employed by the University:

|Name |N/A |Relationship |N/A |Department |N/A |

Previous Applicable Employment

Please show a full account of your time from the date of your first academic (or otherwise relevant) employment up to the present, including any periods when you may not have been employed. Indicate part–time appointments. Show salary or approximate annual earnings in all cases. Please include all previous University of California employment. You may provide supplementary information if necessary.

|Period of employment |Institution, firm or |Location |Rank, title, or position |Approximate annual salary |

|From: To: |organization of employment | | | |

| | | | | |

|07/01/08-Present |UC, San Diego |La Jolla, CA |Assistant Professor |$76,000 |

|07/01/07-06/30/08 |Princeton University |Princeton, NJ |Postdoctoral Research Fellow |$44,000 |

|06/30/05-06/30/07 |Princeton University |Princeton, NJ |Visiting Research Fellow |$40,000 |

|04/15/05-06/29/05 |Princeton University |Princeton, NJ |Senior Research Assistant |$36,000 |

Education

|School, college, university, |Dates of attendance |Location |Major subject or field |Degrees or |Date received |

|or hospital (internship, | | | |certificates | |

|residency, or fellowship) | | | | | |

|MIT |

Section II

Professional Data

Provide a list of your activities, with dates of award or service, in each of the following eight categories.

University Service (Include service at the departmental, college, Academic Senate, campus-wide, and system-wide levels.)

|Founding President of Princeton University Postdoc Association (January, 2006 – April, 2008) |

|UCSD Cognitive Science Department Graduate Student Recruitment Committee (2008-2010) |

|UCSD Academic Senate General Assembly, Cognitive Science Department Representative (2011-2014) |

|UCSD Women Faculty in Science and Engineering Exhibition (2011-2014) |

|UCSD Roosevelt College Commencement Exercise, faculty participant (2009) Previously Omitted |

|UCSD Cognitive Science Student Association (CSSA) Feed the Professor Program, participant NEW |

|UCSD Cognitive Science Student Association (CSSA) Conference Academic and Professional Panel, panelist (2012) NEW |

(b) Memberships (Include scholarly societies, professional boards, civic organizations, etc.)

|Society for Neuroscience (2000 – present) |

|Society for Cognitive Science (2012 – present) |

|Society for Vision Sciences (2008, 2010) |

|Society for Cognitive Neuroscience (2007) |

|Women in Machine Learning (2005 – present) |

|Women Modelers in Computational Neuroscience (2005 – present) |

(c) Honors and Awards (Include the dates they were received.)

|May, 2000 - MIT Award for Excellence in Scholarship in Brain Science |

|June, 2000 - NSF Graduate Research Fellowship |

|September, 2000 - UCL Graduate School Research Scholarship |

|May, 2001 - Travel fellowship for 5th International Conference on Cognitive & Neural Systems |

|June, 2001 - UCL Bogue Research Fellowship |

|November, 2002 - UCL Graduate School Student Conference Fund Major Award |

|May, 2003 - Finalist for Royal Institution “UK Science Graduate of the Year Award” |

|September, 2003 - Travel fellowship for AIM workshop “Inference and Prediction in Neocortical Circuits” |

|December, 2003 - UCL Graduate School Student Conference Fund Ma or Award |

|October, 2004 - Brain Trust Travel Grant |

|June, 2005 - NIH NRSA Postdoctoral Training Grant |

|December, 2005 - Neural Information Processing Systems Travel Grant |

|October, 2006 - Finalist for Burroughs Wellcome Fund’s “Career Awards at the Scientific Interface” |

|December, 2006 - Neural Information Processing Systems Travel Grant |

|July, 2007 – Sloan Postdoctoral Fellowship |

|October, 2007 - Finalist for Burroughs Wellcome Fund’s “Career Awards at the Scientific Interface” |

|November, 2008 – UCSD Academic Senate Travel Award |

|October, 2009 – UCSD Academic Senate Travel Award |

|May, 2011 – UCSD Academic Senate Travel Award |

|July, 2011 – Hellman Fellowship |

|July, 2011 - NIH NIDA B/START R03 award “A neurocognitive and computational study of inhibitory control in substance use” |

|November, 2011 – UCSD Academic Senate Travel Award |

|April, 2012 – Nominee for James S. McDonnell Foundation Scholar Award in Understanding Human Cognition NEW |

|July, 2012 – Qualcomm Fellow, Advisor, Mentor (FMA) Fellowship NEW |

|August, 2012 – UCSD Academic Senate Travel Award NEW |

|March, 2013 - Army Research Office MURI Award “Value-Centered Information Theory for Adaptive Learning, Inference, Tracking, and Exploitation” (co-PI) |

|NEW |

|July, 2013 – Uncertainty in Artificial Intelligence (UAI) Conference Travel Award NEW |

|September, 2013 – NSF CRCNS Award “A computational and neuroimaging investigation of prediction and learning in cognitive control” (PI) NEW |

(d) Contracts and Grants Please provide the following information for current contracts and grants: N/A

|Title |Granting |Amount of total award |Time period of contract/grant|Role (e.g. PI, co-investigator, project |

| |Agency |(include indirect costs)| |leader, etc.) |

| | | | |List co-PIs/corresponding share of total |

| | | | |award (total must = 100%) |

| | | | | |

|What is an appropriate |National Science |$2,664,932 |09/15/06 – 08/31/12 |Project award: $27,038 |

|computational theory of active |Foundation, Temporal | | |Project leader (50%) |

|sensing? |Dynamics of Learning | | |Project co-leader: Emo Todorov (50%) |

| |Center (TDLC) | | |PI: Andrea Chiba |

|Psychophysical Studies of Visual |UCSD Academic Senate |$15,000 (no indirect) |04/01/09 – 03/31/10 |PI (100%) |

|Processing and Cognitive Control of| | | | |

|Eye Movements | | | | |

|A Computational and Neuroimaging |UCSD Academic Senate |$15,000 (no indirect) |07/01/10 – 06/30/11 |PI (100%) |

|Study of Substance Abuse | | | | |

|Hellman Fellowship: A |Hellman Foundation |$9,000 |07/01/11 – 06/30/12 |PI (100%) |

|Neurocognitive and Computational | | | | |

|Investigation of Drug Use | | | | |

|Multitouch Neuroergonomics |U.S. Army Research Lab |Total: ?? |05/26/10 - 05/31/13 |Project leader (??%) |

|(Cognitition and Neuroergonomics | |(my portion: $280,000) | |PI: Scott Makeig (??%) |

|Collaborative Technology Alliance) | | | | |

|A Neurocognitive and computational |NIH: National Institute of|$115,875 |07/01/11 – 06/30/13 (NCE |PI (100%) |

|study of inhibitory control in |Drug Abuse | |approved) | |

|substance use | | | | |

|Qualcomm Fellow, Advisor, Mentor |Qualcomm and UCSD Jacob |$75,000 |07/01/12 – 06/30/13 |PI (100%) |

|(FMA) Fellowship: Competitive |School of Engineering | | | |

|Foraging NEW | | | | |

|RI: Large: Collaborate Research: |National Science |$800,001 |09/01/09 – 08/31/13 (NCE |Senior personnel (??%) |

|Understanding Uncertainty in Rats |Foundation | |approved) |PI: Doug Nitz (??%) |

|and Robots NEW | | | |Co-PI:, Andrea Chiba (??%) |

|Human Decision-Making under |UCSD Academic Senate |$15,000 |01/01/13 – 12/31/13 |PI (100%) |

|Competitive Pressure NEW | | | | |

|MURI: Value-Centered Information |U.S. Army Research Office |$345,340 |03/01/13 – 08/21/16 |PI (100%) |

|Theory for Adaptive Learning, |& University of Michigan | | | |

|Inference, Tracking, and |(subaward) | | | |

|Exploitation NEW | | | | |

|CRCNS: A computational and |National Science |$542,839 |09/15/13 – 08/31/16 |PI (100%) |

|neuroimaging investigation of |Foundation, Cognitive | | | |

|prediction and learning in |Neuroscience Program | | | |

|inhibitory control NEW | | | | |

| | | | | |

(e) External Professional Activities (Examples include, but are not limited to, presentation of papers and lectures, technical service to organizations and agencies, acting as a reviewer of journal or book manuscripts or contract and grant proposals, or professional committee service.)

|Reviewer for journals: |

|Adaptive Behavior |

|Advances in Neural Information Processing Systems |

|Brain Research |

|Cognition |

|Cognitive Psychology |

|Current Biology |

|European Journal of Neuroscience |

|Frontiers in Computational Neuroscience |

|Frontiers in Human Neuroscience |

|Frontiers in Decision Neuroscience |

|Frontiers in Behavioral Neuroscience |

|Journal of Neuroscience |

|Journal of Theoretical Biology |

|Memory and Cognition |

|Neural Computation |

|Neuron |

|PLoS Computational Biology |

|PLos ONE |

|PNAS NEW |

|Psychological Review |

|Psychopharmacology |

|Science NEW |

|[pic] |

|Editor for Journals: |

|Decisions (new APA journal, member of the founding editorial board) |

|Frontiers in Human Neuroscience |

|Frontiers in Behavioral Neuroscience[pic] |

|Reviewer for books from the following publishers: |

|Springer New York |

|Cambridge University Press |

|[pic] |

|Reviewer for the following grant organizations: |

|NSF/NIH Collaborative Research in Computational Neuroscience |

|NSF Perception, Action, and Cognition Program |

|NSF Cognitive Neuroscience Program NEW |

|NSF Decision, Risk, and Management Sciences Program NEW |

|[pic] |

|Conference and Workshop Organization: |

|Computational and Systems Neuroscience Annual Meeting – Salt Lake City, UT NEW |

|February, 2014. Program committee member. |

| |

|Neural Information Processing Systems (NIPS) – Lake Tahoe, NV NEW |

|December, 2013. Program committee member and area chair |

| |

|Multidisciplinary Conference on Reinforcement Learning and Decision Making – Princeton, NJ NEW |

|October, 2013. Program committee member and reviewer. |

| |

|International Joint Conference on Artificial Intelligence – Beijing, China NEW |

|June, 2013. Program committee member and reviewer. |

| |

|Computational and Systems Neuroscience Annual Meeting – Salt Lake City, UT NEW |

|February, 2013. Program committee member. |

| |

|Neural Information Processing Systems (NIPS) – Lake Tahoe, NV NEW |

|December, 2012. Program committee member and area chair |

| |

|Computational and Systems Neuroscience Annual Meeting – Salt Lake City, UT NEW |

|February, 2012. Chair, session on “Decision Making” |

| |

|Psychonomic Society Annual Meeting – Houston, TX Omitted in Error |

|November, 2006. Chair, session on “Visual Processing” |

| |

|Society on for Neuroscience Annual Meeting – Washington, DC Omitted in Error |

|November, 2005 (co-chair Martin Sarter): Chair for Minisymposium “New Insights into the Cellular Regulation and Cognitive Functions of Forebrain Cholinergic|

|Neurotransmission” |

| |

|Gatsby Computational Neuroscience Unit, University College London – London, UK Omitted in Error |

|February, 2004 (co-organizer Peter Dayan): Co-organizer of workshop on “Acetylcholine, Norepinephrine, Attention, and Uncertainty” |

| |

|Neural Information Processing Systems (NIPS) – Whistler, BC, Canada Omitted in Error |

|December, 2003 (co-chair Sophie Deneve): Neural Representation of Uncertainty |

| |

|[pic] |

|Talks, Seminars, & Colloquia |

|Society for Neuroscience Annual Meeting -- Orlando, FL |

|November, 2002. “ACh and selective attention.” |

| |

|The Annual Computational Neuroscience meeting -- Alicante, Spain |

|July, 2003. “Attention: Theory and Mechanism” |

| |

|Wellcome Functional Imaging Laboratory, UCL -- London, UK |

|January, 2004. “Neuromodulation, Uncertainty, and Attention” |

| |

|Neural Information Processing Systems -- Vancouver, BC, Canada |

|December, 2004. “Inference, Attention, and Decision in a Bayesian Neural Architecture” |

| |

|Society for Neuroscience Annual Meeting -- Washington, DC |

|November, 2005. “Top-down and Bottom-up: Modeling the Cholinergic Link” |

| |

|Neural Information Processing Systems -- Vancouver, BC, Canada |

|December, 2005. “Norepinephrine and Neural Interrupts” |

| |

|Neuroscience Colloquium Princeton University -- Princeton, NJ |

|February, 2006. “A Bayesian View of Sensory Conflicts in Decision-Making” |

| |

|Gatsby Computational Neuroscience Unit, UCL London, UK |

|February, 2006. “A Bayesian View of Sensory Conflicts in Decision-Making” |

| |

|Gatsby Computational Neuroscience Unit, UCL London, UK |

|June, 2006. “To Spike or Not to Spike: Optimal Change-Detection in Single Neurons” |

| |

|Computer Science Theory Seminar Series Princeton University, NJ |

|July, 2006. “To Spike or Not to Spike: Optimal Change-Detection in Single Neurons” |

| |

|Brain and Cognitive Sciences Seminar MIT, MA |

|August, 2006. “Neuromodulation, Uncertainty, and Attention” |

| |

|Neuroscience Retreat Princeton University, NJ |

|September, 2006. “To Spike or Not to Spike: Optimal Change-Detection in Single Neurons” |

| |

|Colloquium: Neurons, Brains, & Models University of Michigan, Ann Arbor |

|September, 2006. “To Spike or Not to Spike: Optimal Change-Detection in Single Neurons” |

| |

|Psychonomic Society Annual Meeting Houston, TX |

|November, 2006. “A Bayesian View of Sensory Conflicts in Decision-Making” |

| |

|Cognitive Neuroscience Society Meeting New York, NY |

|May, 2007. “Uncertainty, Neuromodulation, and Attention” in the symposium “Context- |

|sensitive neural dynamics and cognitive control: New insights from information theory” |

| |

|Wellcome Functional Imaging Laboratory, UCL London, UK |

|May, 2007. “A Bayesian Framework for Dynamic Attentional Selection” |

| |

|Institute of Neuroinformatics UNI-ETH Zurich, Switzerland |

|May, 2007. “A Bayesian Framework for Dynamic Attentional Selection” |

| |

|Society for Neuroscience Annual Meeting San Diego, CA |

|November, 2007. “A Bayesian framework for dynamic attentional selection under conditions |

|of perceptual conflict: Applications to Eriksen and Stroop tasks” |

| |

|Redwood Theoretical Neuroscience Institute |

|University of California, Berkeley |

|March, 2008. “Sequential Effects: Superstition or Adaptive Behavior?” |

| |

|Champalimaud Neuroscience Program Course Lectures |

|Instituto Gulbenkian de Ciencia, Lisbon, Portugal |

|May, 2008. “Acetylcholine and Norepinephrine,” “Optimal Decision-Making” |

| |

|Theoretical Neuroscience Seminar |

|Ecole Normale Superior, Paris, France |

|June, 2008. “Deciding when to decide: optimal decision-making under time pressure” |

| |

|Gatsby Computational Neuroscience Unit External Seminar |

|University College London, London, UK |

|June, 2008. “Deciding when to decide: optimal decision-making under time pressure” |

| |

|Engineering Department Seminar |

|Cambirdge University, Cambridge, UK |

|June, 2008. “Sequential Effects: Irrational Superstition or Adaptive Behavior?” |

| |

|UCSD Cognitive Neuroscience Brown Bag Seminar |

|October, 2008. “Sequential Effects: Irrational Superstition or Adaptive Behavior?” |

| |

|Redwood Center for Theoretical Neuroscience Seminar |

|UC Berkeley, Berkeley, CA |

|“Sequential Effects: Irrational Superstition or Adaptive Behavior?” |

| |

|Cognitive Science Colloquium |

|Indiana University, Bloomington, IN |

|April, 2009. “Sequential Effects: Irrational Superstition or Adaptive Behavior?” |

| |

|Computational Neuroscience Seminar |

|Salk Institute, La Jolla, CA |

|April, 2009. "Sequential Effects: Irrational Superstition or Adaptive Behavior?" |

| |

|UCSD Neuroscience Graduate Program Annual Retreat |

|May, 2009. “Deciding when to decide: optimal decision-making under time pressure” |

| |

|Center for Perceptual Systems Seminar |

|University of Texas, Austin, TX |

|March, 2010. “Dynamics of Attentional Selection Under Conflict: Toward a Rational |

|Bayesian Account” |

| |

|Seminar |

|Yale University Medical School, New Haven, CT |

|April, 2010. “An Optimal Decision-Making Framework for Inhibitory Control” |

| |

|NSF Funded Workshop on Information Maximization Approaches for Learning and Control |

|UC San Diego, CA |

|May, 2010. “Optimal decision-making in active visual search: effect of spatial statistics on motor planning and sensory processing” |

| |

|Motivational and Cognitive Control Symposium |

|Oxford University, Oxford, UK |

|June, 2010. “Inhibitory Control as Optimal Decision-Making” |

| |

|Gatsby Computational Neuroscience Unit External Seminar |

|University College London, London, UK |

|June, 2010. “Sequential Effects: Irrational Superstition or Adaptive Behavior?” |

| |

|Seminar |

|Salk Institute, La Jolla, CA |

|September, 2010. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Colloquium |

|Smith-Kettlewell Eye Research Institute |

|September, 2010. “Learning & Decision-Making in Optimal Visual Search” |

| |

|Cognitive Sciences Seminar |

|UC Riverside, CA |

|October, 2010. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Center for the Neural Basis of Cognition Colloquium |

|Carnegie-Mellon University, Pittsburgh, PA |

|October, 2010. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Cognitive Sciences Colloquium |

|UC Irvine, CA |

|November, 2010. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Neural Information Processing Systems Conference Contributed Talk |

|Vancouver, BC, Canada |

|December, 2010. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Caltech Brain, Mind, & Society Seminar |

|Caltech, Pasadena, CA |

|April, 2011. “Optimal decision-making in inhibitory control” |

| |

|Okinawa Computational Neuroscience Course |

|Okinawa Institute of Science and Technology, Okinawa, Japan |

|June, 2011. “Optimal Decision Making” |

| |

|Osnabrück Computational Cognition Alliance Meeting (OCCAM) on "Natural computation in hierarchies" |

|University of Osnabrück, Osnabrück, Germany |

|June, 2011. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Impulsivity & Inhibition Symposium |

|University of Amsterdam, Amsterdam, Netherlands |

|June, 2011. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Gatsby Computational Neuroscience Unit External Seminar |

|University College London, London, UK |

|July, 2011. “Wherefore a Horse Race: Inhibitory Control as Rational Decision-Making” |

| |

|Brown University Dept. of Cognition, Linguistics, & Psychological Sciences Colloquium NEW |

|February, 2012. “Often Wrong, but Never in Doubt: Pascal’s Wager in Everyday Cognition” |

| |

|Neural Coding, Decision-Making, & Integration in Time Conference NEW |

|Castle of Rauischholzhausen, Rauischholzhausen, Germany |

|April, 2012. “Often Wrong, but Never in Doubt: Pascal’s Wager in Everyday Cognition” |

| |

|Academy Colloquium: “New Insights from Model-Based Cognitive Science” NEW |

|Royal Netherlands Academy of Arts and Sciences, Amsterdam, Netherlands |

|May, 2012. “Often Wrong, but Never in Doubt: Pascal’s Wager in Everyday Cognition” |

| |

|Departmental Colloquium Series NEW |

|Computer Science and Engineering Department, UCSD |

|May, 2012. “Optimizing the speed-accuracy tradeoff in decision-making: insights from the brain” |

| |

|Cognitive Science Brown Bag NEW |

|UCSD |

|May, 2012. ”Oft Wrong, but Never in Doubt: Pascal’s Wager in Everyday Cognition” |

| |

|Seminar NEW |

|Computer Science Department, UC Irvine |

|June, 2012. “Optimizing the speed-accuracy tradeoff in decision-making: insights from the brain” |

| |

|Gatsby Computational Neuroscience Unit External Seminar NEW |

|University College London, London, UK |

|June, 2012. “Often Wrong, but Never in Doubt: Pascal’s Wager in Everyday Cognition” |

| |

|Center on Interoceptive Dysregulation in Addiction NEW |

|UCSD |

|June, 2012. ``Oft Wrong, but Never in Doubt: Pascal's Wager in Everyday Cognition'' |

| |

|Honors Summer Math Camp Alumni Seminar NEW |

|Texas State University San Marcos, San Marcos, TX July, 2012. TBA |

| |

|Society for Neuroscience Annual Meeting Nanosymposium “Neural Representation of Uncertainty” NEW |

|New Orleans, LA |

|October, 2012. “Tracking changes in an uncertainty world: Deriving optimal neuronal change-detection computations based on noisy sensory inputs from first |

|principles” |

| |

|Anniversary Symposium NEW |

|Bernstein Center for Computational Neuroscience Berlin, Germany. |

|October, 2012. “To Go or Not to Go: Rational Impatience in Perceptual Decision-Making” |

| |

|Institute for Neural Computation NEW |

|UCSD, La Jolla, CA |

|November, 2012. "Decisions! Decisions! Decisions!" |

| |

|Biocircuits Institute Seminar NEW |

|UCSD, La Jolla, CA |

|November, 2012. “To Spike or Not to Spike: Optimal Change-Detection in Single Neurons” |

| |

|Neural Information Processing Systems Conference, Lake Tahoe, NV NEW |

|December, 2012. “Rational Impatience in perceptual decision-making: A Bayesian account of discrepancy between two-alternative forced choice and Go/NoGo |

|behavior. |

| |

|Neural Information Processing Systems Conference Workshops, Lake Tahoe, NV NEW |

|December, 2012. Contributed talk and paper “Active Sensing as Bayes-Optimal Sequential |

|Decision-Making" in the workshop “Information in Perception and Action” |

| |

|CompNeuro Affinity Group Seminar NEW |

|UCLA, Los Angeles, CA |

|February, 2013. "Decisions! Decisions! Decisions!" |

| |

|GCC Conference on Theoretical and Computational Neuroscience NEW |

|Baylor College of Medicine, Rice University, University of Texas Houston, University of Houston, Houston, TX\\ |

|February, 2013. "Decisions! Decisions! Decisions!" |

| |

|Workshop Panelist NEW |

|NSF Workshop on ``Computational Cognition'' |

|National Science Foundation, Arlington, VA |

|May, 2013. ``Behavioral Control as Inference and Decision-Making'' |

| |

|Uncertainty in Artificial Intelligence Annual Conference contributed talk NEW |

|Seattle, WA |

|July, 2013. ``Active sensing as Bayes-optimal sequential decision-making'' |

| |

|Workshop on Prediction Errors in Cognition NEW |

|Boston University, Boston, MA |

|July, 2013. "Inhibitory Control and Prediction Errors" |

| |

|Cognitive Science Society Annual Conference contributed talk NEW |

|Berlin, Germany |

|August, 2013. ``A rational account of contextual effects in preference choice: What makes for a bargain?'' |

| |

|Theoretical Neuroscience Seminar NEW |

|Janelia Farm Research Campus, Ashburn, VA |

|September, 2013. "Neuronal Change-Detection" |

| |

|Symposium on Uncertainty and Metacognition NEW |

|Japanese National Institute for Physiological Sciences, Okazaki, Japan |

|October, 2013. “The role of uncertainty in inhibitory control” |

| |

|Behavioral Social Neuroscience (BSN) Seminar NEW |

|Caltech, Pasadena, CA |

|November, 2014. TBA |

| |

|Symposium on Bayesian Applications in Cognitive Science NEW |

|Annual Convention of the Association for Psychological Science, San Francisco, CA |

|May, 2014. TBA |

| |

|Third Gordon Research Conference on the Neurobiology of Cognition NEW |

|Sunday River Resort, Newry, ME |

|July, 2014. TBA |

(f) Most Significant Contributions to Promoting Diversity (Examples include, but are not limited to, developing strategies for the educational or professional advancement of students in underrepresented groups, contributions that promote equitable access and diversity in education, and in activities such as recruitment, retention, and mentoring.)

|Served on the “Women in Engineering” committee at MIT (1998 – 1999) |

|As the founding President of the Princeton University Postdoc Association (2006 – 2008), I helped building a social network for the postdocs across |

|departments and schools, and in particular helping to negotiate better living and working conditions for working women including mothers. I am a member of |

|the international groups Women in Machine Learning and Women Modelers in Computational Neuroscience, which support female students and researchers’ academic|

|and social interest in two areas, machine learning and computational neuroscience, that are traditionally male-dominated. |

|I am a regular participant (2011 – present) in the annual UCSD “Women Faculty in Science & Engineering Exhibition”, which highlights the role of women in |

|science and engineering at UCSD to the broader university community |

|My lab participates annually in the Brain Bee Competition in San Diego, providing competition questions and logistic support (2008 – present) omitted in |

|error |

|I served as a member on the Academic and Professional Panel during the 2012 Cognitive Science Conference organized by the UCSD Cognitive Science Student |

|Conference. The panel answered questions and provided advice about how undergraduate students can improve their career prospects within and outside |

|academic after obtaining a Cognitive Science degree. In addition, my lab gave tours to participants of the conference to give them exposure to some |

|examples of cognitive science research. NEW |

(g) Other Activities (List those that do not fit into categories a – f above, including community service).

|Board member of MIT Club of Princeton (2006-2007) |

| |

| |

| |

(h) Student Instructional Activities

Course load information is reported separately in faculty review files. Please list here all students mentored outside of the structured classroom setting. Please list by category (e.g., undergraduate research students, masters or doctoral candidates, postdoctoral or medical fellows, interns, residents) and indicate your role (e.g., thesis adviser, research adviser) for each student. For graduate students, indicate the years of their degrees when appropriate.

|Undergraduate Research Student (research adviser): |

|Joseph Schilz |

|Chris Carper NEW |

|Ryan Jackson NEW |

|Samantha Tse NEW |

|An Yu NEW |

|Chelsea Pattee NEW |

|Emily Casiello NEW |

|Winny Huang NEW |

|Anton Zadorozhny NEW |

|Michelle Widjaja NEW |

|Garrett Kono NEW |

|Chase Reuter NEW |

|Rebecca Roseman NEW |

|Henry Qiu NEW |

|Alvita Tran NEW |

|Daniel Marynovsky NEW |

| |

|Thesis Committee Member: |

|Nick Butko (PhD 2011) |

|Klinton Bicknell (Linguistics, PhD 2011) |

|Ben Huh (Neuroscience, PhD, 2012) |

|Mohammad Naghshvar (Electrical and Computer Engineering, PhD, 2013) |

|Cory Rieth (Psychology, PhD, 2013) |

|Vicente Malave (Cognitive Science, PhD, expected 2014) |

| |

| |

|Ph.D Students (Research Advisor): |

|He Huang |

|Jacob Olson |

|Jeremy Karnowski |

|Sheeraz Ahmad (Computer Science and Engineering) |

|Tomoki Tsuchida (Computer Science and Engineering) |

|Stephanie (Neuroscience) NEW |

| |

|Postdoctoral Fellow (Advisor): |

|Pradeep Shenoy (01/2010-12/2012) |

|Shunan Zhang (08/2012-present) NEW |

Section III - Bibliography

|See bibliography attached below. |

|I have provided the information contained in the Biography/Bibliography packet or have reviewed it for accuracy. |

| |

| | | |

|Signature – Angela Yu | |Date |

sECTION iii. BIBLIOGRAPHY

|A. PRIMARY PUBLISHED OR CREATIVE WORK |

| |

| |

| | |1. |YU, A J, GIESE, M A, & POGGIO, T (2002). BIOPHYSIOLOGICALLY PLAUSIBLE IMPLEMENTATIONS OF MAXIMUM |RESEARCH ARTICLE |

| | | |OPERATION. NEURAL COMPUTATION, 14(12): 2857-2881. | |

| | | | | |

| | |2. |DAYAN, P & YU, A J (2002). ACETYLCHOLINE, UNCERTAINTY, AND CORTICAL INFERENCE. IN T G DIETTERICH, S |RESEARCH ARTICLE |

| | | |BECKER, AND Z GHAHRAMANI (EDS.) ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 14. MIT PRESS, | |

| | | |CAMBRIDGE, MA. | |

| | | | | |

| | |3. |YU, A J & DAYAN, P (2002). ACETYLCHOLINE IN CORTICAL INFERENCE. NEURAL NETWORKS, 15(4/5/6): 719-730. |RESEARCH ARTICLE |

| | | | | |

| | |4. |DAYAN, P & YU, A J (2003). UNCERTAINTY AND LEARNING. IETE JOURNAL OF RESEARCH, 49: 171-181. |RESEARCH ARTICLE |

| | | | | |

| | |5. |YU, A J & DAYAN, P (2003). EXPECTED AND UNEXPECTED UNCERTAINTY: ACH & NE IN THE NEOCORTEX. IN ADVANCES IN|RESEARCH ARTICLE |

| | | |NEURAL INFORMATION PROCESSING SYSTEMS 15. MIT PRESS, CAMBRIDGE, MA. | |

| | | | | |

| | |6. |YU, A J & DAYAN, P (2005). INFERENCE, ATTENTION, AND DECISION IN A BAYESIAN NEURAL ARCHITECTURE. IN |RESEARCH ARTICLE |

| | | |ADVANCES IN NEURAL INFORMATION PROCESSING SYSTEMS 17. MIT PRESS, CAMBRIDGE, MA. | |

| | | | | |

| | |7. |YU, A J (2005). ACETYLCHOLINE AND NOREPINPEHRINE: BAYES, UNCERTAINTY, ATTENTION, AND LEARNING. PHD |PHD THESIS |

| | | |THESIS. GATSBY COMPUTATIONAL NEUROSCIENCE UNIT, UNIVERSITY COLLEGE LONDON. | |

| | | | | |

| | |8. |YU, A J & DAYAN, P (2005). UNCERTAINTY, NEUROMODULATION, AND ATTENTION. NEURON, 46: 681-692. REVIEWED IN |RESEARCH ARTICLE |

| | | |FACULTY 1000, NEURON, NATURE, AND SCIENCE. | |

| | | | | |

| | |9. |DAYAN, P & YU, A J (2006). NOREPINEPHRINE AND NEURAL INTERRUPTS. ADVANCES IN NEURAL INFORMATION |RESEARCH ARTICLE |

| | | |PROCESSING SYSTEMS 18: 243-50. MIT PRESS, CAMBRIDGE, MA. | |

| | | | | |

| | |10. |DAYAN, P & YU, A J (2006). PHASIC NOREPINEPHRINE: A NEURAL INTERRUPT SIGNAL FOR UNEXPECTED EVENTS. |RESEARCH ARTICLE |

| | | |NETWORK: COMPUTATION IN NEURAL SYSTEMS, 17(4): 335-50. | |

| | | | | |

| | |11. |YU, A J (2007). OPTIMAL CHANGE-DETECTION AND SPIKING NEURONS. ADVANCES IN NEURAL INFORMATION PROCESSING |RESEARCH ARTICLE |

| | | |SYSTEMS 19: 1545-52. MIT PRESS, CAMBRIDGE, MA. | |

| | | | | |

| | |12. |COHEN, J D, MCCLURE, S M, AND YU, A J (2007). SHOULD I STAY OR SHOULD I GO? HOW THE HUMAN BRAIN MANAGES | |

| | | |THE TRADEOFF BETWEEN EXPLOITATION AND EXPLORATION. PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B: |research article |

| | | |BIOLOGICAL SCIENCES, 362: 933-942. | |

| | | | | |

| | |13. |Yu, A J (2007). Adaptive behavior: Humans act as Bayesian learners. Current Biology, 17: R977-R980. |review article |

| | | |Previously B.11 | |

| | | | | |

| | |14. |Frazier, P, Yu, A J (2008). Sequential hypothesis testing under stochastic deadlines. Advances in Neural |research article |

| | | |Information Processing Systems 20: 465-472. MIT Press, Cambridge, MA. | |

| | | | | |

| | |15. |Liu, S, Yu, A J, Holmes, P (2009). Dynamical analysis of Bayesian inference models for the Eriksen task.|research article |

| | | |Neural Computation, 21: 1520-1553. | |

| | | | | |

| | |16. |Yu, A J, Dayan, P & Cohen, J D (2009). Dynamics of Attentional Selection Under Conflict: Toward a |Research rticle |

| | | |Rational Bayesian Account. Journal of Experimental Psychology: Human Perception and Performance, 35: | |

| | | |700-717. | |

| | | | | |

| | |17. |Yu, A J & Cohen, J D (2009). Sequential effects: Superstition or rational behavior? Advances in Neural |Research Article |

| | | |Information Processing Systems, 21: 1873-1880. MIT Press, Cambridge, MA. | |

| | | | | |

| | |18. |Shenoy, P, Rao, R, & Yu, A J (2010). A Rational Decision Making Framework for Inhibitory Control. |Research Article |

| | | |Advances in Neural Information Processing Systems, 23: 2146-54. MIT Press, Cambridge, MA. | |

| | | | | |

| | |19. |Shenoy, P & Yu, A J (2011). Rational Decision-Making in Inhibitory Control. Frontiers in Human |Research article |

| | | |Neuroscience, 5:48. doi: 10.3389/fnhum.2011.00048. | |

| | | | | |

| | |20. |Yu, A J (2011). Uncertainty and Neuromodulation: Focus on Acetylcholine and Sustained Attention. In |Book Chapter |

| | | |Neuroscience of Decision Making. Ed. O. Vartanian and D R. Mandel. Psychology Press. | |

| | | | | |

| | |21. |Shenoy, P & Yu, A J (2011). Wherefore a horse race: Inhibitory Control as Rational Decision- Making. In |Book Chapter |

| | | |Neural Basis of Motivational and Cognitive Control. Ed. R. Mars, J. Sallet, M. Rushworth, and N. Yeung. | |

| | | |MIT Press. From In Press to Published | |

| | | | | |

|NEW | |22. |Shenoy, P & Yu, A J (2011). Rational decision-making in inhibitory control. Frontiers in Human |Research Article |

| | | |Neuroscience, 5:48, doi: 10.3389/fnhum.2011.00048. | |

| | | | | |

|NEW | |23. |Yu, A J (2012). Change is in the eye of the beholder. Nature Neuroscience 15, 933-935. |Review Article |

| | | | | |

|NEW | |24. |Paulus, M P & Yu, A J (2012). Emotion and decision-making: affect-driven belief systems in anxiety and |Research Article |

| | | |depression. Trends in Cognitive Sciences 16: 476-483. | |

| | | | | |

|NEW | |25. |Shenoy, P & Yu, A J (2012). Rational impatience in perceptual decision-making: a Bayesian account of |Research Article |

| | | |discrepancy between two-alternative forced choice and Go/NoGo behavior. Advances in Neural Information | |

| | | |Processing Systems 25. MIT Press, Cambridge, MA. | |

| | | | | |

|NEW | |26. |Yu, A J (2013). Bayesian Models of Attention. Chapter in Handbook of Attention. Eds. S. Kastner & K. |Book Chapter |

| | | |Nobre. Oxford University Press. | |

| | | | | |

|NEW | |27. |Ide, J S, Shenoy, P, Yu, A J*, & Li, C-S R* (2013). Bayesian prediction and evaluation in the anterior |Research Article |

| | | |cingulate cortex. J. Neuroscience, 33: 2039-2047. *Yu & Li contributed equally as senior authors. | |

| | | |Previously C.5 | |

| | | | | |

|NEW | |28. |Dayanik, S & Yu, A J (2013). Reward-rate maximization in sequential identification under a stochastic |Research Article |

| | | |deadline. SIAM Journal on Control and Optimization, 51 (4), 2922-2948. Previously C.4 | |

| | | | | |

|NEW | |29. |Ahmad, S & Yu, A J (2013). Active sensing as Bayes-optimal sequential decision-making. Proceedings of |Research Article |

| | | |the Twenty-Ninth Conference on Uncertainty in Artificial Intelligence (UAI), 12-21. Eds. Ann Nicholson, | |

| | | |Pedrhaic Smyth. Corvallis, Oregon: AUAI Press. | |

| | | | | |

|NEW | |30. |Shenoy, P & Yu, A J (2013). A rational account of contextual effects in preference choice: What makes |Research Article |

| | | |for a bargain? Proceedings of the Thirty-Fifth Annual Conference of the Cognitive Science Society. | |

| | | | | |

|NEW | |31. |Zhang, S & Yu, A J (2013). Cheap but clever: Human active learning in a bandit setting. Proceedings of |Research Article |

| | | |the Thirty-Fifth Annual Conference of the Cognitive Science Society. | |

| | | | | |

|NEW | |32. |Ahmad, S, Huang, H, & Yu, A J (2013). Context-sensitive active-sensing in humans. Advances in Neural |Research Article |

| | | |Information Processing Systems 26. Cambridge, MA: MIT Press. | |

| | | | | |

|NEW | |33. |Zhang, S & Yu, A J (2013). Forgetful Bayes and myopic planning: Human learning and decision-making in a |Research Article |

| | | |bandit setting. Advances in Neural Information Processing Systems 26. Cambridge, MA: MIT Press | |

| | | | | |

|NEW | |32. |Yu, A J (2013). Computational Models of Neuromodulation. Encyclopedia of Computational Neuroscience. |Book Chapter |

| | | |Springer. | |

| | | | | |

|NEW | |33. |Yu, A J (2013). Decision Making Tasks. Encyclopedia of Computational Neuroscience. Springer. |Book Chapter |

| | | | | |

|B. OTHER WORK |

| |

| |

| | | | | |

| | |1. |YU, A J, GIESE, M A, & POGGIO, T (2000). NEURAL CIRCUITS FOR THE REALIZATION OF THE MAXIMUM OPERATION. |ABSTRACT |

| | | |SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

| | |2. |YU, A J & DAYAN, P (2002). ACETYLCHOLINE AND SELECTIVE ATTENTION. SOCIETY FOR NEUROSCIENCE ANNUAL |ABSTRACT |

| | | |MEETING. | |

| | | | | |

| | |3. |YU, A J & DAYAN, P (2003). ACETYLCHOLINE AND NOREPINEPHRINE IN CONCERT AND OPPOSITION: A FRESH LOOK AT |ABSTRACT |

| | | |SPATIAL ATTENTION. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

| | |4. |YU, A J & DAYAN, P (2004). EXPECTED AND UNEXPECTED UNCERTAINTIES CONTROL ALLOCATION OF ATTENTION IN A |ABSTRACT |

| | | |NOVEL ATTENTIONAL LEARNING TASK. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

| | |5. |YU, A J, DAYAN, P, & COHEN, J D (2005). A BAYESIAN VIEW OF THE ERIKSEN TASK. SOCIETY FOR NEUROSCIENCE |ABSTRACT |

| | | |ANNUAL MEETING. | |

| | | | | |

| | |6. |YU, A J, DAYAN, P, & COHEN, J D (2006). DYNAMICS OF ATTENTIONAL SELECTION UNDER CONFLICT: TOWARD A |ABSTRACT |

| | | |RATIONAL BAYESIAN ACCOUNT. 2ND ANNUAL CONFERENCE ON COMPUTATIONAL COGNITIVE NEUROSCIENCE. | |

| | | | | |

| | |7. |YU, A J (2006). TO SPIKE OR NOT TO SPIKE: COMPUTATIONAL OPTIMALITY, REWARD, AND ATTENTION. RESEARCH IN|ABSTRACT |

| | | |ENCODING AND DECODING OF NEURAL ENSEMBLES CONFERENCE. | |

| | | | | |

| | |8. |YU, A J & COHEN, J D (2007). A BAYESIAN VIEW OF SENSORY CONFLICTS IN DECISION-MAKING. PSYCHONOMIC |ABSTRACT |

| | | |SOCIETY ANNUAL MEETING. | |

| | | | | |

| | |9. |LIU, Y, YU, A J, & HOLMES, P (2007). DYNAMICAL ANALYSIS OF BAYESIAN INFERENCE MODELS FOR THE ERIKSEN |ABSTRACT |

| | | |TASK. COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. | |

| | | | | |

| | |10. |YU, A J (2007). TO SPIKE OR NOT TO SPIKE: OPTIMAL CHANGE-DETECTION IN SINGLE NEURONS. COMPUTATIONAL |ABSTRACT |

| | | |AND SYSTEMS NEUROSCIENCE MEETING. | |

| | | | | |

| | |11. |YU, A J, DAYAN, P, & COHEN, J D (2007). BAYESIAN MODELS OF DYNAMIC ATTENTIONAL SELECTION. |ABSTRACT |

| | | |COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.12 | |

| | | | | |

| | |12. |YU, A J & COHEN, J D (2008). SEQUENTIAL EFFECTS: ANNOYING QUIRK OR ADAPTIVE BEHAVIOR? COMPUTATIONAL |ABSTRACT |

| | | |AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.13 | |

| | | | | |

| | |13. |YU, A J & COHEN, J D (2008). SEQUENTIAL EFFECTS: ANNOYING QUIRK OR ADAPTIVE BEHAVIOR? SOCIETY FOR |ABSTRACT |

| | | |NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.14 | |

| | | | | |

| | |14. |YU, A J (2009). AN OPTIMALITY FRAMEWORK FOR UNDERSTANDING INHIBITORY CONTROL IN COUNTERMANDING TASKS. |ABSTRACT |

| | | |COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.15 | |

| | | | | |

| | |15. |HUANG, H & YU, A J (2009). DYNAMICAL CONTROL OF EYE MOVEMENTS IN A VISUAL SEARCH TASK: THEORY AND |ABSTRACT |

| | | |EXPERIMENTS. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.16 | |

| | | | | |

| | |16. |SHENOY, P, RAO, R P N, & YU, A J (2009). AN OPTIMALITY FRAMEWORK FOR UNDERSTANDING INHIBITORY CONTROL |ABSTRACT |

| | | |IN COUNTERMANDING TASKS. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.17 | |

| | | | | |

| | |17. |YU, A J & HUANG, H (2009). INTERACTION BETWEEN SEQUENTIALLY PREDICTED PRIOR AND IMMEDIATE SENSORY |ABSTRACT |

| | | |PROCESSING IS BAYES-OPTIMAL AND DEPENDENT ON SIGNAL FIDELITY. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | |PREVIOUSLY B.18 | |

| | | | | |

| | |18. |SHENOY, P & YU, A J (2010). AN OPTIMALITY FRAMEWORK FOR UNDERSTANDING THE PSYCHOLOGY AND NEUROBIOLOGY |ABSTRACT |

| | | |OF INHIBITORY CONTROL. COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.19 | |

| | | | | |

| | |19. |HUANG, H & YU, A J (2010). DYNAMICAL CONTROL OF EYE MOVEMENTS IN AN ACTIVE VISUAL SEARCH TASK: THEORY |ABSTRACT |

| | | |AND EXPERIMENTS. COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.20 | |

| | | | | |

| | |20. |SCHILZ, J & YU, A J (2010). NEURAL REPRESENTATION OF DECISION UNCERTAINTY AND OPTIMAL CONTROL OF |ABSTRACT |

| | | |SUBSEQUENT ACTION CHOICES. COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.21 | |

| | | | | |

| | |21. |SHENOY, P & YU, A J (2010). OPTIMAL DECISION-MAKING AND INHIBITORY CONTROL IN THE STOP-SIGNAL TASK: GO |ABSTRACT |

| | | |AND STOP LATENCIES BOTH DEPEND ON GO STIMULUS DIFFICULTY. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | |PREVIOUSLY B.22 | |

| | | | | |

| | |22. |HUANG, H & YU, A J (2010). STATISTICAL LEARNING ACROSS TRIALS AND REWARD-DRIVEN DECISION-MAKING WITHIN |ABSTRACT |

| | | |TRIALS IN AN ACTIVE VISUAL SEARCH TASK: COMPARISON OF HUMAN BEHAVIORAL DATA TO BAYES-OPTIMAL SENSORY | |

| | | |PROCESSING AND SACCADE PLANNING. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.24 | |

| | | | | |

| | |23. |SHENOY, P & YU, A J (2011). WHEREFORE A RACE MODEL: INHIBITORY CONTROL AS OPTIMAL DECISION-MAKING. |ABSTRACT |

| | | |COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.24 | |

| | | | | |

| | |24. |SCHILZ, J & YU, A J (2011). ABSTRACT UNCERTAINTY REPRESENTATION AND OPTIMAL DECISION-MAKING IN HUMANS. |ABSTRACT |

| | | |COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. PREVIOUSLY B.25 | |

| | | | | |

| | |25. |HUANG, H & YU, A J (2011). LEARNING AND DECISION-MAKING IN A VISUAL SEARCH TASK: INFLUENCE OF SPATIAL |ABSTRACT |

| | | |STATISTICS ON ACTION PLANNING AND SENSORY PROCESSING. COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING. | |

| | | |PREVIOUSLY B.26 | |

| | | | | |

| | |26. |YU, A J & SHENOY, P (2011). A COMPUTATIONAL MODEL OF NOREPINEPHRINE AND INHIBITORY CONTROL. SOCIETY |ABSTRACT |

| | | |FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.27 | |

| | | | | |

| | |27. |IDE, J S, SHENOY, P, YU, A J, & LI, C-S R (2011). BAYESIAN PREDICTIONS AND EVALUATION IN THE ANTERIOR |ABSTRACT |

| | | |CINGULATED CORTEX. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.28 | |

| | | | | |

| | |28. |OLSON, J M & YU, A J (2011). INVESTIGATING TEMPORAL INTEGRATION OF SENSORY EVIDENCE WITH A NOVEL |ABSTRACT |

| | | |PERCEPTUAL DECISION-MAKING TASK. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.29 | |

| | | | | |

| | |29. |SCHILZ, J A & YU, A J (2011). ABSTRACT UNCERTAINTY REPRESENTATION AND OPTIMAL DECISION-MAKING IN |ABSTRACT |

| | | |HUMANS. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. PREVIOUSLY B.30 | |

| | | | | |

| | |30. |SHENOY, P & YU, A J (2011). RATIONAL DECISION-MAKING UNDERLIES SYSTEMATIC DIFFERENCES IN SPEED AND |ABSTRACT |

| | | |ACCURACY BETWEEN 2-ALTERNATIVE FORCED CHOICE TASKS AND GO/NOGO TASKS. SOCIETY FOR NEUROSCIENCE ANNUAL | |

| | | |MEETING. OMITTED IN ERROR | |

| | | | | |

|NEW | |31. |TSUCHIDA, T & YU, A J (2012). PUSH-PULL NEURAL ARCHITECTURE NATURALLY ARISES FROM OPTIMAL SENSORY |ABSTRACT |

| | | |STIMULUS DETECTION. COMPUTATIONAL AND SYSTEMS NEUROSCIENCE MEETING | |

| | | | | |

|NEW | |32. |YU, A J & SHENOY, P (2012). A RATIONAL ACCOUNT OF CONTEXTUAL EFFECTS IN PREFERENCE CHOICE: WHAT IS FAIR?|ABSTRACT |

| | | |MATHEMATICAL PSYCHOLOGY SOCIETY ANNUAL CONFERENCE | |

| | | | | |

|NEW | |33. |SHENOY, P & YU, A J (2012). TIME MATTERS: RATIONAL IMPATIENCE UNDERLIES GO BIAS IN GO/NOGO COMPARED TO |ABSTRACT |

| | | |2AFC DECISION-MAKING. | |

| | | | | |

|NEW | |34. |ALEXANDER, A. S., TINGLEY, D., KOLBU, S., KRICHMAR, J. L., YU, A. J., DE SA, V.R., MALAVE, V., CHIBA, A.|ABSTRACT |

| | | |A., NITZ, D. A. (2012). BASAL FOREBRAIN NEURONAL ACTIVITY REFLECTS PROBABILISTIC UNCERTAINTY IN A VISUAL| |

| | | |ATTENTION TASK. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING | |

| | | | | |

|NEW | |35. |HUANG, H., AHMAD, S., YU, A. J. (2012). AN OPTIMAL GOAL-DIRECTED DECISION POLICY FOR ACTIVE VISION |ABSTRACT |

| | | |EXPLAINS FIXATION CHOICE AND DURATION IN A HUMAN VISUAL SEARCH TASK. SOCIETY FOR NEUROSCIENCE ANNUAL | |

| | | |MEETING. | |

| | | | | |

|NEW | |36. |YU, A. J. & SHENOY, P. (2012). A RATIONAL ACCOUNT OF CONTEXTUAL EFFECTS IN PREFERENCE CHOICE: WHAT IS |ABSTRACT |

| | | |FAIR? SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

|NEW | |37. |SHENOY, P. & YU, A. J. (2012). DIFFERENTIAL EFFICIENCY OF CONFLICT RESOLUTION UNDERLIES INDIVIDUAL |ABSTRACT |

| | | |DIFFERENCES IN INHIBITORY CAPACITY IN THE STOP-SIMON TASK. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

|NEW | |38. |TSUCHIDA, T. & YU, A. J. (2012). TRACKING CHANGES IN AN UNCERTAIN WORLD: DERIVING OPTIMAL NEURONAL |ABSTRACT |

| | | |CHANGE-DETECTION COMPUTATIONS BASED ON NOISY SENSORY INPUTS FROM FIRST PRINCIPLES. SOCIETY FOR | |

| | | |NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

|NEW | |39. |IDE, J. S., SHENOY, P., YU, A. J., LI, C-S. R. (2012). THE ANTERIOR CINGULATE CORTEX DOES NOT ENCODE |ABSTRACT |

| | | |BAYESIAN SURPRISE SIGNALS IN COCAINE ADDICTS. SOCIETY FOR NEUROSCIENCE ANNUAL MEETING. | |

| | | | | |

|NEW | |40. |ZHANG, S. & YU, A J (2012). ACTIVE LEARNING WITH A STOPPING RULE FOR GAUSSIAN PROCESSES. WOMEN IN |ABSTRACT |

| | | |MACHINE LEARNING WORKSHOP. | |

| | | | | |

|NEW | |41. |AHMAD, S. & YU, A J (2012). ACTIVE SENSING AS BAYES-OPTIMAL SEQUENTIAL |Paper and TALK/PRESENTATION |

| | | |Decision-Making. NIPS workshop “Information in Perception and Action”. | |

| | | | | |

|NEW | |42. |Ahmad, S & Yu, A J (2012). Active Sensing as Bayes-Optimal Sequential Decision-Making. NIPS workshop |Poster |

| | | |Bayesian Nonparametric Models (BNPM) For Reliable Planning And Decision-Making Under Uncertainty” | |

| | | | | |

|NEW | |43. |Zhang, S & Yu, A J (2013). Forgetful Bayes and myopic planning: Human decision-making in a bandit |TALK/PRESENTATION |

| | | |setting. Annual Summer Interdisciplinary Conference (ASIC). | |

| | | | | |

|NEW | |44. |Zhang, S & Yu, A J (2013). Better safe than sorry: When superstition pays. Annual Meeting of the |TALK/PRESENTATION |

| | | |Mathematical Psychology Society | |

| | | | | |

|NEW | |45. |Zhang, S & Yu, A J (2013). Forgetful Bayes and myopic planning: Human decision-making in a bandit |TALK/PRESENTATION |

| | | |setting. Annual Meeting of the Mathematical Psychology Society | |

| | | | | |

|NEW | |44. |Yu, A J & Zhang, S (2013). Human learning and decision-making in a bandit setting exhibits forgetful |Poster |

| | | |Bayes and myopic planning. Annual Meeting of the Society for Neuroscience. | |

| | | | | |

|NEW | |45. |Zhang, S & Yu, A J (2013). A rational analysis of sequential effects in perceptual decision-making: |Poster |

| | | |Fluctuations in RT and accuracy driven by prior bias due to recent trial history. Annual Meeting of the| |

| | | |Society for Neuroscience | |

| | | | | |

|NEW | |46. |Tsuchida, T & Yu, A J (2013). Optimal repeated change-detection and value-based approximations |Poster |

| | | | | |

|NEW | |47. |Harle, K M, Shenoy, P, Yu, A J, Stewart, J L, Wittmann, M, Tapert, S F, Paulus, M P (2013). Neural |Poster |

| | | |underpinnings of cognitive control in methamphetamine dependent individuals | |

| | | | | |

|NEW | |48. |Ide, J S and Hu, S, Shenoy, P, Yu, A J, & Li, C-S R (2013). Anticipating conflict: Neural correlates of|Poster |

| | | |estimated probability of the stop signals – P(stop) – in a stop signal task | |

| | | | | |

|C. WORK IN PROGRESS |

| |

| |

| | | | | |

|NEW | |1. |SHENOY, P & YU, A J. STIMULUS EXPECTANCY, NOREPINEPHRINE, AND INHIBITORY CONTROL. UNDER REVIEW. |RESEARCH ARTICLE |

| | | | | |

|NEW | |2. |CORDOVA, C, YU, A J, FAILOR, S, DAYAN, P, & CHIBA, A A. ATTENTION, UNCERTAINTY, AND ACETYLCHOLINE: |RESEARCH ARTICLE |

| | | |EFFECTS OF NUCLEUS BASALIS CHOLINERGIC LESION ON PROBABILISTIC INFERENCE. UNDER REVIEW. | |

| | | | | |

|NEW | |3. |TSUCHIDA, T & YU, A J. OPTIMAL CHANGE-POINT DETECTION IN NEURONS. UNDER REVIEW |RESEARCH ARTICLE |

| | | | | |

|NEW | |4. |HARLE, K M, SHENOY, P, STEWARD, J L, TAPERT, S, YU, A J*, PAULUS, M P*. ALTERED NEURAL PROCESSING OF THE |Research Article |

| | | |NEED TO STOP IN YOUNG ADULTS AT RISK FOR | |

| | | |Stimulant Dependence. Under review. (*Yu and Paulus contributed equally as senior authors) | |

| | | | | |

|NEW | |5. |Yu, A J, Huang, H, & Shenoy, P. Maximizing masquerading as matching: Statistical learning and |Research Article |

| | | |decision-making in choice behavior. Under review. | |

| | | | | |

|NEW | |6. |Zhang, S & Yu, A J. Human active learning in a bandit setting. Under review. |Research Article |

| | | | | |

|NEW | |7. |Zhang, S & Yu, A J. Better safe than sorry: When superstition pays. Under review. |Research Article |

| | | | | |

|NEW | |8. |Ahmad, S & Yu, A J. Context-sensitive decision-making in human active sensing. Under review. |Research Article |

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|NEW | |9. |Yu, A J and Shenoy, P. Rational inference gives rise to contextual effects in choice behavior. |Research Article |

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|NEW | |10. |Yu, A J. Neuromodulation of decision-making. Current Opinion in Neurobiology. In preparation. |Review Article |

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