Peter Dayan - Publications

Affiliations: 
University College London, London, United Kingdom 
Website:
http://www.gatsby.ucl.ac.uk/~dayan/

268 high-probability publications. We are testing a new system for linking publications to authors. You can help! If you notice any inaccuracies, please sign in and mark papers as correct or incorrect matches. If you identify any major omissions or other inaccuracies in the publication list, please let us know.

Year Citation  Score
2022 Antonov G, Gagne C, Eldar E, Dayan P. Optimism and pessimism in optimised replay. Plos Computational Biology. 18: e1009634. PMID 35020718 DOI: 10.1371/journal.pcbi.1009634  0.808
2021 Neville V, King J, Gilchrist ID, Dayan P, Paul ES, Mendl M. Author Correction: Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports. 11: 21387. PMID 34702845 DOI: 10.1038/s41598-021-00035-w  0.806
2021 Hall-McMaster S, Dayan P, Schuck NW. Control over patch encounters changes foraging behavior. Iscience. 24: 103005. PMID 34522853 DOI: 10.1016/j.isci.2021.103005  0.67
2021 Neville V, Dayan P, Gilchrist ID, Paul ES, Mendl M. Using Primary Reinforcement to Enhance Translatability of a Human Affect and Decision-Making Judgment Bias Task. Journal of Cognitive Neuroscience. 1-13. PMID 34477879 DOI: 10.1162/jocn_a_01776  0.81
2021 Mancinelli F, Roiser J, Dayan P. Internality and the internalisation of failure: Evidence from a novel task. Plos Computational Biology. 17: e1009134. PMID 34228706 DOI: 10.1371/journal.pcbi.1009134  0.585
2021 Faulkner P, Huys QJM, Renz D, Eshel N, Pilling S, Dayan P, Roiser JP. A comparison of 'pruning' during multi-step planning in depressed and healthy individuals. Psychological Medicine. 1-9. PMID 33706833 DOI: 10.1017/S0033291721000799  0.703
2021 Neville V, Dayan P, Gilchrist ID, Paul ES, Mendl M. Dissecting the links between reward and loss, decision-making, and self-reported affect using a computational approach. Plos Computational Biology. 17: e1008555. PMID 33417595 DOI: 10.1371/journal.pcbi.1008555  0.812
2020 Howard M, Roiser JP, Gilbert SJ, Burgess PW, Dayan P, Serpell L. Short-Term Fasting Selectively Influences Impulsivity in Healthy Individuals. Frontiers in Psychology. 11: 1644. PMID 32765372 DOI: 10.3389/fpsyg.2020.01644  0.609
2020 Kastner DB, Gillespie AK, Dayan P, Frank LM. Memory alone does not account for the speed of learning of a simple spatial alternation task in rats. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 32753514 DOI: 10.1523/Jneurosci.0972-20.2020  0.753
2020 Neville V, King J, Gilchrist ID, Dayan P, Paul ES, Mendl M. Reward and punisher experience alter rodent decision-making in a judgement bias task. Scientific Reports. 10: 11839. PMID 32678247 DOI: 10.1038/S41598-020-68737-1  0.806
2020 Dayan P. Representation, abstraction, and simple-minded sophisticates. The Behavioral and Brain Sciences. 43: e126. PMID 32645812 DOI: 10.1017/S0140525X19002942  0.343
2020 Iigaya K, Hauser TU, Kurth-Nelson Z, O'Doherty JP, Dayan P, Dolan RJ. The value of what's to come: Neural mechanisms coupling prediction error and the utility of anticipation. Science Advances. 6: eaba3828. PMID 32596456 DOI: 10.1126/Sciadv.Aba3828  0.81
2020 Miranda B, Malalasekera WMN, Behrens TE, Dayan P, Kennerley SW. Combined model-free and model-sensitive reinforcement learning in non-human primates. Plos Computational Biology. 16: e1007944. PMID 32569311 DOI: 10.1371/journal.pcbi.1007944  0.374
2020 Eldar E, Lièvre G, Dayan P, Dolan RJ. The roles of online and offline replay in planning. Elife. 9. PMID 32553110 DOI: 10.7554/Elife.56911  0.807
2020 Browning M, Carter CS, Chatham C, Den Ouden H, Gillan CM, Baker JT, Chekroud AM, Cools R, Dayan P, Gold J, Goldstein RZ, Hartley CA, Kepecs A, Lawson RP, Mourao-Miranda J, et al. Realizing the Clinical Potential of Computational Psychiatry: Report From the Banbury Center Meeting, February 2019. Biological Psychiatry. PMID 32113656 DOI: 10.1016/J.Biopsych.2019.12.026  0.758
2020 Mobbs D, Headley DB, Ding W, Dayan P. Space, Time, and Fear: Survival Computations along Defensive Circuits. Trends in Cognitive Sciences. PMID 32029360 DOI: 10.1016/J.Tics.2019.12.016  0.356
2020 Stojić H, Orquin JL, Dayan P, Dolan RJ, Speekenbrink M. Uncertainty in learning, choice, and visual fixation. Proceedings of the National Academy of Sciences of the United States of America. PMID 31980535 DOI: 10.1073/Pnas.1911348117  0.558
2020 Eldar E, Lièvre G, Dayan P, Dolan RJ. Author response: The roles of online and offline replay in planning Elife. DOI: 10.7554/Elife.56911.Sa2  0.762
2019 Schad DJ, Rapp MA, Garbusow M, Nebe S, Sebold M, Obst E, Sommer C, Deserno L, Rabovsky M, Friedel E, Romanczuk-Seiferth N, Wittchen HU, Zimmermann US, Walter H, Sterzer P, ... ... Dayan P, et al. Dissociating neural learning signals in human sign- and goal-trackers. Nature Human Behaviour. PMID 31712764 DOI: 10.1038/S41562-019-0765-5  0.674
2019 Wise T, Michely J, Dayan P, Dolan RJ. A computational account of threat-related attentional bias. Plos Computational Biology. 15: e1007341. PMID 31600187 DOI: 10.1371/journal.pcbi.1007341  0.507
2019 Zhao S, Chait M, Dick F, Dayan P, Furukawa S, Liao HI. Pupil-linked phasic arousal evoked by violation but not emergence of regularity within rapid sound sequences. Nature Communications. 10: 4030. PMID 31492881 DOI: 10.1038/S41467-019-12048-1  0.334
2019 Javadi AH, Patai EZ, Marin-Garcia E, Margois A, Tan HM, Kumaran D, Nardini M, Penny W, Duzel E, Dayan P, Spiers HJ. Backtracking during navigation is correlated with enhanced anterior cingulate activity and suppression of alpha oscillations and the 'default-mode' network. Proceedings. Biological Sciences. 286: 20191016. PMID 31362634 DOI: 10.1098/Rspb.2019.1016  0.312
2019 Ahilan S, Solomon RB, Breton YA, Conover K, Niyogi RK, Shizgal P, Dayan P. Learning to use past evidence in a sophisticated world model. Plos Computational Biology. 15: e1007093. PMID 31233559 DOI: 10.1371/Journal.Pcbi.1007093  0.783
2019 Aylward J, Valton V, Ahn WY, Bond RL, Dayan P, Roiser JP, Robinson OJ. Altered learning under uncertainty in unmedicated mood and anxiety disorders. Nature Human Behaviour. PMID 31209369 DOI: 10.1038/S41562-019-0628-0  0.798
2019 Dezfouli A, Griffiths K, Ramos F, Dayan P, Balleine BW. Models that learn how humans learn: The case of decision-making and its disorders. Plos Computational Biology. 15: e1006903. PMID 31185008 DOI: 10.1371/Journal.Pcbi.1006903  0.431
2019 Rouault M, Dayan P, Fleming SM. Forming global estimates of self-performance from local confidence. Nature Communications. 10: 1141. PMID 30850612 DOI: 10.1038/s41467-019-09075-3  0.528
2019 Moran R, Keramati M, Dayan P, Dolan RJ. Retrospective model-based inference guides model-free credit assignment. Nature Communications. 10: 750. PMID 30765718 DOI: 10.1038/s41467-019-08662-8  0.519
2018 Eldar E, Bae GJ, Kurth-Nelson Z, Dayan P, Dolan RJ. Magnetoencephalography decoding reveals structural differences within integrative decision processes. Nature Human Behaviour. 2: 670-681. PMID 31346283 DOI: 10.1038/S41562-018-0423-3  0.793
2018 Moutoussis M, Bullmore ET, Goodyer IM, Fonagy P, Jones PB, Dolan RJ, Dayan P. Change, stability, and instability in the Pavlovian guidance of behaviour from adolescence to young adulthood. Plos Computational Biology. 14: e1006679. PMID 30596638 DOI: 10.1371/Journal.Pcbi.1006679  0.511
2018 Luo Y, Hétu S, Lohrenz T, Hula A, Dayan P, Ramey SL, Sonnier-Netto L, Lisinski J, LaConte S, Nolte T, Fonagy P, Rahmani E, Montague PR, Ramey C. Early childhood investment impacts social decision-making four decades later. Nature Communications. 9: 4705. PMID 30459305 DOI: 10.1038/S41467-018-07138-5  0.568
2018 Jones S, Neville V, Higgs L, Paul ES, Dayan P, Robinson ESJ, Mendl M. Author Correction: Assessing animal affect: an automated and self-initiated judgement bias task based on natural investigative behaviour. Scientific Reports. 8: 16454. PMID 30382135 DOI: 10.1038/S41598-018-34498-1  0.779
2018 Bröker F, Marshall L, Bestmann S, Dayan P. Forget-me-some: General versus special purpose models in a hierarchical probabilistic task. Plos One. 13: e0205974. PMID 30346977 DOI: 10.1371/Journal.Pone.0205974  0.369
2018 Lloyd K, Dayan P. Pavlovian-instrumental interactions in active avoidance: The bark of neutral trials. Brain Research. PMID 30308188 DOI: 10.1016/j.brainres.2018.10.011  0.365
2018 Jones S, Neville V, Higgs L, Paul ES, Dayan P, Robinson ESJ, Mendl M. Assessing animal affect: an automated and self-initiated judgement bias task based on natural investigative behaviour. Scientific Reports. 8: 12400. PMID 30120315 DOI: 10.1038/S41598-018-30571-X  0.799
2018 Hauser TU, Moutoussis M, Purg N, Dayan P, Dolan RJ. Beta-blocker propranolol modulates decision urgency during sequential information gathering. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30006361 DOI: 10.1523/Jneurosci.0192-18.2018  0.493
2018 Iigaya K, Fonseca MS, Murakami M, Mainen ZF, Dayan P. An effect of serotonergic stimulation on learning rates for rewards apparent after long intertrial intervals. Nature Communications. 9: 2477. PMID 29946069 DOI: 10.1038/S41467-018-04840-2  0.802
2018 Bicknell BA, Pujic Z, Dayan P, Goodhill GJ. Control of neurite growth and guidance by an inhibitory cell-body signal. Plos Computational Biology. 14: e1006218. PMID 29927943 DOI: 10.1371/Journal.Pcbi.1006218  0.565
2018 Mobbs D, Trimmer PC, Blumstein DT, Dayan P. Foraging for foundations in decision neuroscience: insights from ethology. Nature Reviews. Neuroscience. PMID 29752468 DOI: 10.1038/S41583-018-0010-7  0.372
2018 Eldar E, Roth C, Dayan P, Dolan RJ. Decodability of Reward Learning Signals Predicts Mood Fluctuations. Current Biology : Cb. PMID 29706512 DOI: 10.1016/J.Cub.2018.03.038  0.811
2018 Nguyen H, Dayan P, Pujic Z, Cooper-White J, Goodhill GJ. Retraction: A mathematical model explains saturating axon guidance responses to molecular gradients. Elife. 7. PMID 29642996 DOI: 10.7554/Elife.37048  0.545
2018 Hula A, Vilares I, Lohrenz T, Dayan P, Montague PR. A model of risk and mental state shifts during social interaction. Plos Computational Biology. 14: e1005935. PMID 29447153 DOI: 10.1371/Journal.Pcbi.1005935  0.59
2018 Hämmerer D, Callaghan MF, Hopkins A, Kosciessa J, Betts M, Cardenas-Blanco A, Kanowski M, Weiskopf N, Dayan P, Dolan RJ, Düzel E. Locus coeruleus integrity in old age is selectively related to memories linked with salient negative events. Proceedings of the National Academy of Sciences of the United States of America. PMID 29440429 DOI: 10.1073/pnas.1712268115  0.429
2018 Lloyd K, Dayan P. Interrupting behaviour: Minimizing decision costs via temporal commitment and low-level interrupts. Plos Computational Biology. 14: e1005916. PMID 29338004 DOI: 10.1371/journal.pcbi.1005916  0.359
2018 Moran RJ, Kishida KT, Lohrenz T, Saez I, Laxton AW, Witcher MR, Tatter SB, Ellis TL, Phillips PE, Dayan P, Montague PR. The Protective Action Encoding of Serotonin Transients in the Human Brain. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 29297512 DOI: 10.1038/Npp.2017.304  0.607
2018 Hauser T, Moutoussis M, Dayan P, Dolan R. F210. The Role of Catecholamines in Information Gathering Biological Psychiatry. 83: S320-S321. DOI: 10.1016/J.Biopsych.2018.02.824  0.382
2018 Wise T, Michely J, Dayan P, Dolan R. F9. The Computational Basis of Threat-Related Attentional Bias Biological Psychiatry. 83: S240. DOI: 10.1016/j.biopsych.2018.02.622  0.405
2018 Roiser J, Valton V, Payne M, Mkrtchian A, Pilling S, Dayan P. 48. A Computational Approach to Understanding Motivational Symptoms in Depression Biological Psychiatry. 83: S19-S20. DOI: 10.1016/J.Biopsych.2018.02.065  0.761
2017 Hauser TU, Moutoussis M, Dayan P, Dolan RJ. Increased decision thresholds trigger extended information gathering across the compulsivity spectrum. Translational Psychiatry. 7: 1296. PMID 29249811 DOI: 10.1038/S41398-017-0040-3  0.489
2017 Tarantola T, Kumaran D, Dayan P, De Martino B. Prior preferences beneficially influence social and non-social learning. Nature Communications. 8: 817. PMID 29018195 DOI: 10.1038/s41467-017-00826-8  0.352
2017 Rigoli F, Chew B, Dayan P, Dolan RJ. Learning Contextual Reward Expectations for Value Adaptation. Journal of Cognitive Neuroscience. 1-20. PMID 28949824 DOI: 10.1162/jocn_a_01191  0.558
2017 Lally N, Huys QJM, Eshel N, Faulkner P, Dayan P, Roiser JP. The neural basis of aversive Pavlovian guidance during planning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28924006 DOI: 10.1523/Jneurosci.0085-17.2017  0.752
2017 de Boer L, Axelsson J, Riklund K, Nyberg L, Dayan P, Bäckman L, Guitart-Masip M. Attenuation of dopamine-modulated prefrontal value signals underlies probabilistic reward learning deficits in old age. Elife. 6. PMID 28870286 DOI: 10.7554/Elife.26424  0.348
2017 Rutledge RB, Moutoussis M, Smittenaar P, Zeidman P, Taylor T, Hrynkiewicz L, Lam J, Skandali N, Siegel JZ, Ousdal OT, Prabhu G, Dayan P, Fonagy P, Dolan RJ. Association of Neural and Emotional Impacts of Reward Prediction Errors With Major Depression. Jama Psychiatry. PMID 28678984 DOI: 10.1001/Jamapsychiatry.2017.1713  0.51
2017 Jones S, Paul ES, Dayan P, Robinson ESJ, Mendl M. Pavlovian influences on learning differ between rats and mice in a counter-balanced Go/NoGo judgement bias task. Behavioural Brain Research. PMID 28549647 DOI: 10.1016/J.Bbr.2017.05.044  0.619
2017 Crockett MJ, Siegel JZ, Kurth-Nelson Z, Dayan P, Dolan RJ. Moral transgressions corrupt neural representations of value. Nature Neuroscience. PMID 28459442 DOI: 10.1038/nn.4557  0.8
2017 Hauser TU, Moutoussis M, Iannaccone R, Brem S, Walitza S, Drechsler R, Dayan P, Dolan RJ. Increased decision thresholds enhance information gathering performance in juvenile Obsessive-Compulsive Disorder (OCD). Plos Computational Biology. 13: e1005440. PMID 28403139 DOI: 10.1371/Journal.Pcbi.1005440  0.507
2017 Bach DR, Dayan P. Opinion: Algorithms for survival: a comparative perspective on emotions. Nature Reviews. Neuroscience. PMID 28360419 DOI: 10.1038/Nrn.2017.35  0.588
2017 Mkrtchian A, Aylward J, Dayan P, Roiser JP, Robinson OJ. Modeling Avoidance in Mood and Anxiety Disorders Using Reinforcement Learning. Biological Psychiatry. PMID 28343697 DOI: 10.1016/j.biopsych.2017.01.017  0.557
2017 Bramley NR, Dayan P, Griffiths TL, Lagnado DA. Formalizing Neurath's Ship: Approximate Algorithms for Online Causal Learning. Psychological Review. PMID 28240922 DOI: 10.1037/rev0000061  0.522
2017 Boer Ld, Axelsson J, Riklund K, Nyberg L, Dayan P, Bäckman L, Guitart-Masip M. Author response: Attenuation of dopamine-modulated prefrontal value signals underlies probabilistic reward learning deficits in old age Elife. DOI: 10.7554/Elife.26424.027  0.345
2017 Bicknell BA, Dayan P, Goodhill GJ. Sensitivity and Robustness in an Axon Guidance Signaling System Biophysical Journal. 112: 136a. DOI: 10.1016/J.Bpj.2016.11.752  0.59
2016 Loh E, Kurth-Nelson Z, Berron D, Dayan P, Duzel E, Dolan R, Guitart-Masip M. Parsing the Role of the Hippocampus in Approach-Avoidance Conflict. Cerebral Cortex (New York, N.Y. : 1991). PMID 27993819 DOI: 10.1093/Cercor/Bhw378  0.729
2016 Kumaran D, Banino A, Blundell C, Hassabis D, Dayan P. Computations Underlying Social Hierarchy Learning: Distinct Neural Mechanisms for Updating and Representing Self-Relevant Information. Neuron. 92: 1135-1147. PMID 27930904 DOI: 10.1016/j.neuron.2016.10.052  0.379
2016 Marshall L, Mathys C, Ruge D, de Berker AO, Dayan P, Stephan KE, Bestmann S. Pharmacological Fingerprints of Contextual Uncertainty. Plos Biology. 14: e1002575. PMID 27846219 DOI: 10.1371/Journal.Pbio.1002575  0.394
2016 Iigaya K, Jolivald A, Jitkrittum W, Gilchrist ID, Dayan P, Paul E, Mendl M. Cognitive Bias in Ambiguity Judgements: Using Computational Models to Dissect the Effects of Mild Mood Manipulation in Humans. Plos One. 11: e0165840. PMID 27829041 DOI: 10.1371/Journal.Pone.0165840  0.792
2016 Keramati M, Smittenaar P, Dolan RJ, Dayan P. Adaptive integration of habits into depth-limited planning defines a habitual-goal-directed spectrum. Proceedings of the National Academy of Sciences of the United States of America. PMID 27791110 DOI: 10.1073/Pnas.1609094113  0.51
2016 Faulkner P, Mancinelli F, Lockwood PL, Matarin M, Dolan RJ, Wood NW, Dayan P, Roiser JP. Peripheral serotonin 1B receptor transcription predicts the effect of acute tryptophan depletion on risky decision-making. The International Journal of Neuropsychopharmacology / Official Scientific Journal of the Collegium Internationale Neuropsychopharmacologicum (Cinp). PMID 27638901 DOI: 10.1093/Ijnp/Pyw075  0.652
2016 Seymour B, Barbe M, Dayan P, Shiner T, Dolan R, Fink GR. Deep brain stimulation of the subthalamic nucleus modulates sensitivity to decision outcome value in Parkinson's disease. Scientific Reports. 6: 32509. PMID 27624437 DOI: 10.1038/Srep32509  0.533
2016 Moutoussis M, Dolan RJ, Dayan P. How People Use Social Information to Find out What to Want in the Paradigmatic Case of Inter-temporal Preferences. Plos Computational Biology. 12: e1004965. PMID 27447491 DOI: 10.1371/journal.pcbi.1004965  0.51
2016 Kurth-Nelson Z, Economides M, Dolan RJ, Dayan P. Fast Sequences of Non-spatial State Representations in Humans. Neuron. PMID 27321922 DOI: 10.1016/j.neuron.2016.05.028  0.72
2016 Rutledge RB, de Berker AO, Espenhahn S, Dayan P, Dolan RJ. The social contingency of momentary subjective well-being. Nature Communications. 7: 11825. PMID 27293212 DOI: 10.1038/ncomms11825  0.463
2016 Rutledge RB, Smittenaar P, Zeidman P, Brown HR, Adams RA, Lindenberger U, Dayan P, Dolan RJ. Risk Taking for Potential Reward Decreases across the Lifespan. Current Biology : Cb. PMID 27265392 DOI: 10.1016/J.Cub.2016.05.017  0.477
2016 Lawson RP, Nord CL, Seymour B, Thomas DL, Dayan P, Pilling S, Roiser JP. Disrupted habenula function in major depression. Molecular Psychiatry. PMID 27240528 DOI: 10.1038/Mp.2016.81  0.582
2016 Lloyd K, Dayan P. Safety out of control: dopamine and defence. Behavioral and Brain Functions : Bbf. 12: 15. PMID 27216176 DOI: 10.1186/s12993-016-0099-7  0.383
2016 Rigoli F, Rutledge RB, Chew B, Ousdal OT, Dayan P, Dolan RJ. Dopamine Increases a Value-Independent Gambling Propensity. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. PMID 27149935 DOI: 10.1038/npp.2016.68  0.493
2016 Rigoli F, Chew B, Dayan P, Dolan RJ. Multiple value signals in dopaminergic midbrain and their role in avoidance contexts. Neuroimage. PMID 27132047 DOI: 10.1016/j.neuroimage.2016.04.062  0.498
2016 Iigaya K, Story GW, Kurth-Nelson Z, Dolan RJ, Dayan P. The modulation of savouring by prediction error and its effects on choice. Elife. 5. PMID 27101365 DOI: 10.7554/Elife.13747  0.808
2016 Rigoli F, Chew B, Dayan P, Dolan RJ. The Dopaminergic Midbrain Mediates an Effect of Average Reward on Pavlovian Vigor. Journal of Cognitive Neuroscience. 1-15. PMID 27082045 DOI: 10.1162/jocn_a_00972  0.526
2016 Eldar E, Hauser TU, Dayan P, Dolan RJ. Striatal structure and function predict individual biases in learning to avoid pain. Proceedings of the National Academy of Sciences of the United States of America. PMID 27071092 DOI: 10.1073/Pnas.1519829113  0.787
2016 Huys QJ, Gölzer M, Friedel E, Heinz A, Cools R, Dayan P, Dolan RJ. The specificity of Pavlovian regulation is associated with recovery from depression. Psychological Medicine. 1-9. PMID 26841896 DOI: 10.1017/S0033291715002597  0.669
2016 Nguyen H, Dayan P, Pujic Z, Cooper-White J, Goodhill GJ. A mathematical model explains saturating axon guidance responses to molecular gradients. Elife. 5. PMID 26830461 DOI: 10.7554/Elife.12248  0.562
2016 Iigaya K, Story GW, Kurth-Nelson Z, Dolan RJ, Dayan P. Author response: The modulation of savouring by prediction error and its effects on choice Elife. DOI: 10.7554/Elife.13747.017  0.777
2015 Rigoli F, Rutledge RB, Dayan P, Dolan RJ. The influence of contextual reward statistics on risk preference. Neuroimage. PMID 26707890 DOI: 10.1016/j.neuroimage.2015.12.016  0.535
2015 Lloyd K, Dayan P. Tamping Ramping: Algorithmic, Implementational, and Computational Explanations of Phasic Dopamine Signals in the Accumbens. Plos Computational Biology. 11: e1004622. PMID 26699940 DOI: 10.1371/journal.pcbi.1004622  0.358
2015 Akam T, Costa R, Dayan P. Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task. Plos Computational Biology. 11: e1004648. PMID 26657806 DOI: 10.1371/journal.pcbi.1004648  0.677
2015 Stephan KE, Bach DR, Fletcher PC, Flint J, Frank MJ, Friston KJ, Heinz A, Huys QJ, Owen MJ, Binder EB, Dayan P, Johnstone EC, Meyer-Lindenberg A, Montague PR, Schnyder U, et al. Charting the landscape of priority problems in psychiatry, part 1: classification and diagnosis. The Lancet. Psychiatry. PMID 26573970 DOI: 10.1016/S2215-0366(15)00361-2  0.775
2015 Stephan KE, Binder EB, Breakspear M, Dayan P, Johnstone EC, Meyer-Lindenberg A, Schnyder U, Wang XJ, Bach DR, Fletcher PC, Flint J, Frank MJ, Heinz A, Huys QJ, Montague PR, et al. Charting the landscape of priority problems in psychiatry, part 2: pathogenesis and aetiology. The Lancet. Psychiatry. PMID 26573969 DOI: 10.1016/S2215-0366(15)00360-0  0.764
2015 Rutledge RB, Skandali N, Dayan P, Dolan RJ. Dopaminergic Modulation of Decision Making and Subjective Well-Being. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 9811-22. PMID 26156984 DOI: 10.1523/JNEUROSCI.0702-15.2015  0.529
2015 Crockett MJ, Siegel JZ, Kurth-Nelson Z, Ousdal OT, Story G, Frieband C, Grosse-Rueskamp JM, Dayan P, Dolan RJ. Dissociable Effects of Serotonin and Dopamine on the Valuation of Harm in Moral Decision Making. Current Biology : Cb. PMID 26144968 DOI: 10.1016/j.cub.2015.05.021  0.792
2015 Dayan P, Huys Q. Serotonin's many meanings elude simple theories. Elife. 4. PMID 25853523 DOI: 10.7554/eLife.07390  0.614
2015 Story GW, Vlaev I, Dayan P, Seymour B, Darzi A, Dolan RJ. Anticipation and choice heuristics in the dynamic consumption of pain relief. Plos Computational Biology. 11: e1004030. PMID 25793302 DOI: 10.1371/Journal.Pcbi.1004030  0.491
2015 Willshaw DJ, Dayan P, Morris RG. Memory, modelling and Marr: a commentary on Marr (1971) 'Simple memory: a theory of archicortex'. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 370. PMID 25750246 DOI: 10.1098/rstb.2014.0383  0.655
2015 Huys QJ, Daw ND, Dayan P. Depression: A Decision-Theoretic Analysis. Annual Review of Neuroscience. 38: 1-23. PMID 25705929 DOI: 10.1146/annurev-neuro-071714-033928  0.738
2015 Huys QJ, Lally N, Faulkner P, Eshel N, Seifritz E, Gershman SJ, Dayan P, Roiser JP. Interplay of approximate planning strategies. Proceedings of the National Academy of Sciences of the United States of America. 112: 3098-103. PMID 25675480 DOI: 10.1073/Pnas.1414219112  0.789
2015 Kurth-Nelson Z, Barnes G, Sejdinovic D, Dolan R, Dayan P. Temporal structure in associative retrieval. Elife. 4. PMID 25615722 DOI: 10.7554/eLife.04919  0.725
2015 Matthey L, Bays PM, Dayan P. A probabilistic palimpsest model of visual short-term memory. Plos Computational Biology. 11: e1004003. PMID 25611204 DOI: 10.1371/Journal.Pcbi.1004003  0.332
2015 Gu X, Wang X, Hula A, Wang S, Xu S, Lohrenz TM, Knight RT, Gao Z, Dayan P, Montague PR. Necessary, yet dissociable contributions of the insular and ventromedial prefrontal cortices to norm adaptation: computational and lesion evidence in humans. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 35: 467-73. PMID 25589742 DOI: 10.1523/Jneurosci.2906-14.2015  0.579
2015 Nguyen H, Dayan P, Goodhill GJ. How receptor diffusion influences gradient sensing. Journal of the Royal Society, Interface / the Royal Society. 12: 20141097. PMID 25551145 DOI: 10.1098/Rsif.2014.1097  0.546
2015 Voon V, Derbyshire K, Rück C, Irvine MA, Worbe Y, Enander J, Schreiber LR, Gillan C, Fineberg NA, Sahakian BJ, Robbins TW, Harrison NA, Wood J, Daw ND, Dayan P, et al. Disorders of compulsivity: a common bias towards learning habits. Molecular Psychiatry. 20: 345-52. PMID 24840709 DOI: 10.1038/Mp.2014.44  0.678
2015 Nguyen H, Dayan P, Pujic Z, Cooper-White J, Goodhill GJ. Author response: A mathematical model explains saturating axon guidance responses to molecular gradients Elife. DOI: 10.7554/Elife.12248.032  0.551
2015 Hula A, Montague PR, Dayan P. Monte Carlo Planning Method Estimates Planning Horizons during Interactive Social Exchange Plos Computational Biology. 11. DOI: 10.1371/journal.pcbi.1004254  0.467
2015 Huys QJM, Guitart-Masip M, Dolan RJ, Dayan P. Decision-Theoretic Psychiatry Clinical Psychological Science. 3: 400-421. DOI: 10.1177/2167702614562040  0.701
2015 Bicknell BA, Dayan P, Goodhill GJ. The limits of chemosensation vary across dimensions Nature Communications. 6. DOI: 10.1038/ncomms8468  0.492
2015 Dayan P, Dolan RJ, Friston KJ, Montague PR. Taming the shrewdness of neural function: Methodological challenges in computational psychiatry Current Opinion in Behavioral Sciences. 5: 128-132. DOI: 10.1016/j.cobeha.2015.09.009  0.637
2015 Read Montague P, Lohrenz T, Dayan P. The three R's of trust Current Opinion in Behavioral Sciences. 3: 102-106. DOI: 10.1016/j.cobeha.2015.02.009  0.334
2014 Niyogi RK, Shizgal P, Dayan P. Some work and some play: microscopic and macroscopic approaches to labor and leisure. Plos Computational Biology. 10: e1003894. PMID 25474151 DOI: 10.1371/Journal.Pcbi.1003894  0.798
2014 Ahn WY, Kishida KT, Gu X, Lohrenz T, Harvey A, Alford JR, Smith KB, Yaffe G, Hibbing JR, Dayan P, Montague PR. Nonpolitical images evoke neural predictors of political ideology. Current Biology : Cb. 24: 2693-9. PMID 25447997 DOI: 10.1016/J.Cub.2014.09.050  0.726
2014 Crockett MJ, Kurth-Nelson Z, Siegel JZ, Dayan P, Dolan RJ. Harm to others outweighs harm to self in moral decision making. Proceedings of the National Academy of Sciences of the United States of America. 111: 17320-5. PMID 25404350 DOI: 10.1073/pnas.1408988111  0.779
2014 Daw ND, Dayan P. The algorithmic anatomy of model-based evaluation. Philosophical Transactions of the Royal Society of London. Series B, Biological Sciences. 369. PMID 25267820 DOI: 10.1098/rstb.2013.0478  0.609
2014 Rutledge RB, Skandali N, Dayan P, Dolan RJ. A computational and neural model of momentary subjective well-being. Proceedings of the National Academy of Sciences of the United States of America. 111: 12252-7. PMID 25092308 DOI: 10.1073/pnas.1407535111  0.528
2014 Lawson RP, Seymour B, Loh E, Lutti A, Dolan RJ, Dayan P, Weiskopf N, Roiser JP. The habenula encodes negative motivational value associated with primary punishment in humans. Proceedings of the National Academy of Sciences of the United States of America. 111: 11858-63. PMID 25071182 DOI: 10.1073/Pnas.1323586111  0.682
2014 Nguyen H, Dayan P, Goodhill GJ. The influence of receptor positioning on chemotactic information. Journal of Theoretical Biology. 360: 95-101. PMID 24997237 DOI: 10.1016/J.Jtbi.2014.06.022  0.552
2014 Dayan P. Rationalizable irrationalities of choice. Topics in Cognitive Science. 6: 204-28. PMID 24648392 DOI: 10.1111/tops.12082  0.353
2014 Dayan P, Berridge KC. Model-based and model-free Pavlovian reward learning: revaluation, revision, and revelation. Cognitive, Affective & Behavioral Neuroscience. 14: 473-92. PMID 24647659 DOI: 10.3758/s13415-014-0277-8  0.409
2014 Savin C, Dayan P, Lengyel M. Optimal recall from bounded metaplastic synapses: predicting functional adaptations in hippocampal area CA3. Plos Computational Biology. 10: e1003489. PMID 24586137 DOI: 10.1371/Journal.Pcbi.1003489  0.642
2014 Guitart-Masip M, Duzel E, Dolan R, Dayan P. Action versus valence in decision making. Trends in Cognitive Sciences. 18: 194-202. PMID 24581556 DOI: 10.1016/J.Tics.2014.01.003  0.518
2014 Manley H, Dayan P, Diedrichsen J. When money is not enough: awareness, success, and variability in motor learning. Plos One. 9: e86580. PMID 24489746 DOI: 10.1371/journal.pone.0086580  0.351
2014 Niyogi RK, Breton YA, Solomon RB, Conover K, Shizgal P, Dayan P. Optimal indolence: a normative microscopic approach to work and leisure. Journal of the Royal Society, Interface / the Royal Society. 11: 20130969. PMID 24284898 DOI: 10.1098/Rsif.2013.0969  0.799
2014 Guitart-Masip M, Economides M, Huys QJ, Frank MJ, Chowdhury R, Duzel E, Dayan P, Dolan RJ. Differential, but not opponent, effects of L -DOPA and citalopram on action learning with reward and punishment. Psychopharmacology. 231: 955-66. PMID 24232442 DOI: 10.1007/S00213-013-3313-4  0.754
2014 Kurth-Nelson Z, Barnes G, Sejdinovic D, Dolan R, Dayan P. Author response: Temporal structure in associative retrieval Elife. DOI: 10.7554/Elife.04919.016  0.685
2014 Lawson RP, Nord CL, Seymour B, Thomas DL, Dolan RJ, Dayan P, Weiskopf N, Roiser JP. HABENULA RESPONSES DURING APPETITIVE AND AVERSIVE CONDITIONING IN MAJOR DEPRESSIVE DISORDER Journal of Neurology, Neurosurgery & Psychiatry. 85: x-e3. DOI: 10.1136/Jnnp-2014-308883.31  0.656
2014 Chowdhury R, Guitart-Masip M, Lambert C, Dayan P, Huys Q, Düzel E, Dolan RJ. Erratum: Corrigendum: Dopamine restores reward prediction errors in old age Nature Neuroscience. 17: 1840-1840. DOI: 10.1038/Nn1214-1840C  0.657
2013 Dolan RJ, Dayan P. Goals and habits in the brain. Neuron. 80: 312-25. PMID 24139036 DOI: 10.1016/j.neuron.2013.09.007  0.486
2013 Huys QJ, Pizzagalli DA, Bogdan R, Dayan P. Mapping anhedonia onto reinforcement learning: a behavioural meta-analysis. Biology of Mood & Anxiety Disorders. 3: 12. PMID 23782813 DOI: 10.1186/2045-5380-3-12  0.616
2013 Qian N, Dayan P. The company they keep: background similarity influences transfer of aftereffects from second- to first-order stimuli. Vision Research. 87: 35-45. PMID 23732217 DOI: 10.1016/j.visres.2013.05.008  0.523
2013 Hunt JJ, Dayan P, Goodhill GJ. Sparse coding can predict primary visual cortex receptive field changes induced by abnormal visual input. Plos Computational Biology. 9: e1003005. PMID 23675290 DOI: 10.1371/Journal.Pcbi.1003005  0.573
2013 Kurniawan IT, Guitart-Masip M, Dayan P, Dolan RJ. Effort and valuation in the brain: the effects of anticipation and execution. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 6160-9. PMID 23554497 DOI: 10.1523/Jneurosci.4777-12.2013  0.487
2013 Chowdhury R, Guitart-Masip M, Lambert C, Dayan P, Huys Q, Düzel E, Dolan RJ. Dopamine restores reward prediction errors in old age. Nature Neuroscience. 16: 648-53. PMID 23525044 DOI: 10.1038/Nn.3364  0.696
2013 Beierholm U, Guitart-Masip M, Economides M, Chowdhury R, Düzel E, Dolan R, Dayan P. Dopamine modulates reward-related vigor. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 38: 1495-503. PMID 23419875 DOI: 10.1038/Npp.2013.48  0.512
2013 Guez A, Silver D, Dayan P. Scalable and efficient bayes-adaptive reinforcement learning based on Monte-Carlo tree search Journal of Artificial Intelligence Research. 48: 841-883. DOI: 10.1613/Jair.4117  0.337
2013 Savin C, Dayan P, Lengyel M. Correlations strike back (again): The case of associative memory retrieval Advances in Neural Information Processing Systems 0.571
2012 Xiang T, Ray D, Lohrenz T, Dayan P, Montague PR. Computational phenotyping of two-person interactions reveals differential neural response to depth-of-thought. Plos Computational Biology. 8: e1002841. PMID 23300423 DOI: 10.1371/journal.pcbi.1002841  0.611
2012 Shiner T, Seymour B, Symmonds M, Dayan P, Bhatia KP, Dolan RJ. The effect of motivation on movement: a study of bradykinesia in Parkinson's disease. Plos One. 7: e47138. PMID 23077557 DOI: 10.1371/Journal.Pone.0047138  0.407
2012 Dayan P. Twenty-five lessons from computational neuromodulation. Neuron. 76: 240-56. PMID 23040818 DOI: 10.1016/j.neuron.2012.09.027  0.336
2012 Xu H, Liu P, Dayan P, Qian N. Multi-level visual adaptation: dissociating curvature and facial-expression aftereffects produced by the same adapting stimuli. Vision Research. 72: 42-53. PMID 23000272 DOI: 10.1016/j.visres.2012.09.003  0.578
2012 Dayan P. How to set the switches on this thing. Current Opinion in Neurobiology. 22: 1068-74. PMID 22704797 DOI: 10.1016/j.conb.2012.05.011  0.42
2012 Guitart-Masip M, Huys QJ, Fuentemilla L, Dayan P, Duzel E, Dolan RJ. Go and no-go learning in reward and punishment: interactions between affect and effect. Neuroimage. 62: 154-66. PMID 22548809 DOI: 10.1016/J.Neuroimage.2012.04.024  0.729
2012 Seymour B, Daw ND, Roiser JP, Dayan P, Dolan R. Serotonin selectively modulates reward value in human decision-making. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 5833-42. PMID 22539845 DOI: 10.1523/Jneurosci.0053-12.2012  0.764
2012 Guitart-Masip M, Chowdhury R, Sharot T, Dayan P, Duzel E, Dolan RJ. Action controls dopaminergic enhancement of reward representations. Proceedings of the National Academy of Sciences of the United States of America. 109: 7511-6. PMID 22529363 DOI: 10.1073/Pnas.1202229109  0.502
2012 Dayan P, Walton ME. A step-by-step guide to dopamine. Biological Psychiatry. 71: 842-3. PMID 22520727 DOI: 10.1016/j.biopsych.2012.03.008  0.37
2012 Shiner T, Seymour B, Wunderlich K, Hill C, Bhatia KP, Dayan P, Dolan RJ. Dopamine and performance in a reinforcement learning task: evidence from Parkinson's disease. Brain : a Journal of Neurology. 135: 1871-83. PMID 22508958 DOI: 10.1093/Brain/Aws083  0.518
2012 Dayan P. Instrumental vigour in punishment and reward. The European Journal of Neuroscience. 35: 1152-68. PMID 22487044 DOI: 10.1111/j.1460-9568.2012.08026.x  0.328
2012 Huys QJ, Eshel N, O'Nions E, Sheridan L, Dayan P, Roiser JP. Bonsai trees in your head: how the pavlovian system sculpts goal-directed choices by pruning decision trees. Plos Computational Biology. 8: e1002410. PMID 22412360 DOI: 10.1371/Journal.Pcbi.1002410  0.742
2012 Wunderlich K, Dayan P, Dolan RJ. Mapping value based planning and extensively trained choice in the human brain. Nature Neuroscience. 15: 786-91. PMID 22406551 DOI: 10.1038/nn.3068  0.523
2012 Coen-Cagli R, Dayan P, Schwartz O. Cortical Surround Interactions and Perceptual Salience via Natural Scene Statistics. Plos Computational Biology. 8: e1002405. PMID 22396635 DOI: 10.1371/Journal.Pcbi.1002405  0.535
2012 Niv Y, Edlund JA, Dayan P, O'Doherty JP. Neural prediction errors reveal a risk-sensitive reinforcement-learning process in the human brain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 551-62. PMID 22238090 DOI: 10.1523/JNEUROSCI.5498-10.2012  0.749
2012 Montague PR, Dolan RJ, Friston KJ, Dayan P. Computational psychiatry. Trends in Cognitive Sciences. 16: 72-80. PMID 22177032 DOI: 10.1016/j.tics.2011.11.018  0.614
2012 Daw ND, Courville AC, Dayan P. Semi-rational models of conditioning: The case of trial order The Probabilistic Mind: Prospects For Bayesian Cognitive Science. DOI: 10.1093/acprof:oso/9780199216093.003.0019  0.489
2012 Montague PR, Dolan RJ, Friston KJ, Dayan P. Erratum: Computational psychiatry Trends in Cognitive Sciences. 16: 306. DOI: 10.1016/j.tics.2012.04.003  0.594
2011 Sanborn AN, Dayan P. Optimal decisions for contrast discrimination. Journal of Vision. 11. PMID 22159630 DOI: 10.1167/11.14.9  0.69
2011 Guitart-Masip M, Beierholm UR, Dolan R, Duzel E, Dayan P. Vigor in the face of fluctuating rates of reward: an experimental examination. Journal of Cognitive Neuroscience. 23: 3933-8. PMID 21736459 DOI: 10.1162/Jocn_A_00090  0.552
2011 Guitart-Masip M, Fuentemilla L, Bach DR, Huys QJ, Dayan P, Dolan RJ, Duzel E. Action dominates valence in anticipatory representations in the human striatum and dopaminergic midbrain. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 7867-75. PMID 21613500 DOI: 10.1523/Jneurosci.6376-10.2011  0.77
2011 Huys QJ, Cools R, Gölzer M, Friedel E, Heinz A, Dolan RJ, Dayan P. Disentangling the roles of approach, activation and valence in instrumental and pavlovian responding. Plos Computational Biology. 7: e1002028. PMID 21556131 DOI: 10.1371/Journal.Pcbi.1002028  0.709
2011 Moutoussis M, Bentall RP, El-Deredy W, Dayan P. Bayesian modelling of Jumping-to-Conclusions bias in delusional patients. Cognitive Neuropsychiatry. 16: 422-47. PMID 21480015 DOI: 10.1080/13546805.2010.548678  0.353
2011 Daw ND, Gershman SJ, Seymour B, Dayan P, Dolan RJ. Model-based influences on humans' choices and striatal prediction errors. Neuron. 69: 1204-15. PMID 21435563 DOI: 10.1016/J.Neuron.2011.02.027  0.769
2011 Mortimer D, Dayan P, Burrage K, Goodhill GJ. Bayes-optimal chemotaxis. Neural Computation. 23: 336-73. PMID 21105826 DOI: 10.1162/Neco_A_00075  0.569
2011 Boureau YL, Dayan P. Opponency revisited: competition and cooperation between dopamine and serotonin. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 36: 74-97. PMID 20881948 DOI: 10.1038/Npp.2010.151  0.329
2011 Savin C, Dayan P, Lengyel M. Two is better than one: Distinct roles for familiarity and recollection in retrieving palimpsest memories Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011 0.578
2010 Moazzezi R, Dayan P. Change-based inference in attractor nets: linear analysis. Neural Computation. 22: 3036-61. PMID 20858130 DOI: 10.1162/NECO_a_00051  0.302
2010 Pfister JP, Dayan P, Lengyel M. Synapses with short-term plasticity are optimal estimators of presynaptic membrane potentials. Nature Neuroscience. 13: 1271-5. PMID 20852625 DOI: 10.1038/Nn.2640  0.627
2010 Beierholm UR, Dayan P. Pavlovian-instrumental interaction in 'observing behavior'. Plos Computational Biology. 6. PMID 20838580 DOI: 10.1371/journal.pcbi.1000903  0.343
2010 Gläscher J, Daw N, Dayan P, O'Doherty JP. States versus rewards: dissociable neural prediction error signals underlying model-based and model-free reinforcement learning. Neuron. 66: 585-95. PMID 20510862 DOI: 10.1016/j.neuron.2010.04.016  0.74
2010 Dayan P, Solomon JA. Selective Bayes: attentional load and crowding. Vision Research. 50: 2248-60. PMID 20435055 DOI: 10.1016/J.Visres.2010.04.014  0.304
2010 Bunzeck N, Dayan P, Dolan RJ, Duzel E. A common mechanism for adaptive scaling of reward and novelty. Human Brain Mapping. 31: 1380-94. PMID 20091793 DOI: 10.1002/Hbm.20939  0.494
2010 Wu J, Xu H, Dayan P, Qian N. Motion-gradient defined facial expressions and the nature of face representation Journal of Vision. 9: 513-513. DOI: 10.1167/9.8.513  0.542
2010 Mortimer D, Dayan P, Burrage K, Goodhill GJ. Optimizing chemotaxis by measuring unbound-bound transitions Physica D: Nonlinear Phenomena. 239: 477-484. DOI: 10.1016/J.Physd.2009.09.009  0.569
2010 Dayan P, Daw ND, Niv Y. Learning, Action, Inference and Neuromodulation Encyclopedia of Neuroscience. 455-462. DOI: 10.1016/B978-008045046-9.01415-7  0.706
2010 Wu J, Xu H, Dayan P, Qian N. The role of background statistics in face adaptation (Journal of Neuroscience (2009) (12035-12044)) Journal of Neuroscience. 30: 9335-9339.  0.447
2009 Talmi D, Dayan P, Kiebel SJ, Frith CD, Dolan RJ. How humans integrate the prospects of pain and reward during choice. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 14617-26. PMID 19923294 DOI: 10.1523/Jneurosci.2026-09.2009  0.493
2009 Wu J, Xu H, Dayan P, Qian N. The role of background statistics in face adaptation. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 12035-44. PMID 19793962 DOI: 10.1523/JNEUROSCI.2346-09.2009  0.573
2009 Schwartz O, Sejnowski TJ, Dayan P. Perceptual organization in the tilt illusion. Journal of Vision. 9: 19.1-20. PMID 19757928 DOI: 10.1167/9.4.19  0.623
2009 Mortimer D, Feldner J, Vaughan T, Vetter I, Pujic Z, Rosoff WJ, Burrage K, Dayan P, Richards LJ, Goodhill GJ. Bayesian model predicts the response of axons to molecular gradients. Proceedings of the National Academy of Sciences of the United States of America. 106: 10296-301. PMID 19541606 DOI: 10.1073/Pnas.0900715106  0.556
2009 Yu AJ, Dayan P, Cohen JD. Dynamics of attentional selection under conflict: toward a rational Bayesian account. Journal of Experimental Psychology. Human Perception and Performance. 35: 700-17. PMID 19485686 DOI: 10.1037/a0013553  0.697
2009 Dayan P. Dopamine, reinforcement learning, and addiction. Pharmacopsychiatry. 42: S56-65. PMID 19434556 DOI: 10.1055/s-0028-1124107  0.315
2009 Dayan P, Huys QJ. Serotonin in affective control. Annual Review of Neuroscience. 32: 95-126. PMID 19400722 DOI: 10.1146/annurev.neuro.051508.135607  0.655
2009 Dayan P. Goal-directed control and its antipodes. Neural Networks : the Official Journal of the International Neural Network Society. 22: 213-9. PMID 19362448 DOI: 10.1016/j.neunet.2009.03.004  0.307
2009 Huys QJ, Dayan P. A Bayesian formulation of behavioral control. Cognition. 113: 314-28. PMID 19285311 DOI: 10.1016/j.cognition.2009.01.008  0.622
2009 Dayan P. Prospective and retrospective temporal difference learning. Network (Bristol, England). 20: 32-46. PMID 19229732 DOI: 10.1080/09548980902759086  0.411
2009 Krueger KA, Dayan P. Flexible shaping: how learning in small steps helps. Cognition. 110: 380-94. PMID 19121518 DOI: 10.1016/j.cognition.2008.11.014  0.734
2009 Lengyel M, Dayan P. Hippocampal contributions to control: The third way Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference 0.567
2009 Coen-Cagli R, Dayan P, Schwartz O. Statistical models of linear and non-linear contextual interactions in early visual processing Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 369-377.  0.384
2009 Huys QJM, Vogelstein JT, Dayan P. Psychiatry: Insights into depression through normative decision-making models Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 729-736.  0.589
2009 Ray D, King-Casas B, Montague PR, Dayan P. Bayesian model of behaviour in economic games Advances in Neural Information Processing Systems 21 - Proceedings of the 2008 Conference. 1345-1352.  0.502
2009 Pfister JP, Dayan P, Lengyel M. Know thy neighbour: A normative theory of synaptic depression Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. 1464-1472.  0.572
2008 Dayan P. Simple substrates for complex cognition. Frontiers in Neuroscience. 2: 255-63. PMID 19225599 DOI: 10.3389/neuro.01.031.2008  0.365
2008 Dayan P, Daw ND. Decision theory, reinforcement learning, and the brain. Cognitive, Affective & Behavioral Neuroscience. 8: 429-53. PMID 19033240 DOI: 10.3758/CABN.8.4.429  0.647
2008 Moazzezi R, Dayan P. Change-based inference for invariant discrimination. Network (Bristol, England). 19: 236-52. PMID 18946838 DOI: 10.1080/09548980802314917  0.348
2008 Dayan P, Niv Y. Reinforcement learning: the good, the bad and the ugly. Current Opinion in Neurobiology. 18: 185-96. PMID 18708140 DOI: 10.1016/j.conb.2008.08.003  0.666
2008 Moutoussis M, Bentall RP, Williams J, Dayan P. A temporal difference account of avoidance learning. Network (Bristol, England). 19: 137-60. PMID 18569725 DOI: 10.1080/09548980802192784  0.374
2008 Natarajan R, Huys QJ, Dayan P, Zemel RS. Encoding and decoding spikes for dynamic stimuli. Neural Computation. 20: 2325-60. PMID 18386986 DOI: 10.1162/neco.2008.01-07-436  0.745
2008 Xu H, Dayan P, Lipkin RM, Qian N. Adaptation across the cortical hierarchy: low-level curve adaptation affects high-level facial-expression judgments. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 3374-83. PMID 18367604 DOI: 10.1523/JNEUROSCI.0182-08.2008  0.578
2008 Dayan P, Huys QJ. Serotonin, inhibition, and negative mood. Plos Computational Biology. 4: e4. PMID 18248087 DOI: 10.1371/journal.pcbi.0040004  0.644
2008 Talmi D, Seymour B, Dayan P, Dolan RJ. Human pavlovian-instrumental transfer. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 28: 360-8. PMID 18184778 DOI: 10.1523/Jneurosci.4028-07.2008  0.48
2007 Dayan P. Bilinearity, rules, and prefrontal cortex. Frontiers in Computational Neuroscience. 1: 1. PMID 18946523 DOI: 10.3389/neuro.10.001.2007  0.33
2007 Moutoussis M, Williams J, Dayan P, Bentall RP. Persecutory delusions and the conditioned avoidance paradigm: towards an integration of the psychology and biology of paranoia. Cognitive Neuropsychiatry. 12: 495-510. PMID 17978936 DOI: 10.1080/13546800701566686  0.347
2007 Hsu AS, Dayan P. An unsupervised learning model of neural plasticity: Orientation selectivity in goggle-reared kittens. Vision Research. 47: 2868-77. PMID 17850840 DOI: 10.1016/j.visres.2007.07.023  0.695
2007 Schwartz O, Hsu A, Dayan P. Space and time in visual context. Nature Reviews. Neuroscience. 8: 522-35. PMID 17585305 DOI: 10.1038/Nrn2155  0.711
2007 Seymour B, Daw N, Dayan P, Singer T, Dolan R. Differential encoding of losses and gains in the human striatum. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 4826-31. PMID 17475790 DOI: 10.1523/Jneurosci.0400-07.2007  0.675
2007 Huys QJ, Zemel RS, Natarajan R, Dayan P. Fast population coding. Neural Computation. 19: 404-41. PMID 17206870 DOI: 10.1162/neco.2007.19.2.404  0.747
2007 Niv Y, Daw ND, Joel D, Dayan P. Tonic dopamine: opportunity costs and the control of response vigor. Psychopharmacology. 191: 507-20. PMID 17031711 DOI: 10.1007/s00213-006-0502-4  0.76
2007 Schwartz O, Hsu A, Dayan P. Erratum: Space and time in visual context (Nature Reviews Neuroscience (2007) 8, (522-535)) Nature Reviews Neuroscience. 8: 904-904. DOI: 10.1038/Nrn2259  0.455
2007 Lengyel M, Dayan P. Uncertainty, phase and oscillatory hippocampal recall Advances in Neural Information Processing Systems. 833-840.  0.573
2006 Dayan P, Yu AJ. Phasic norepinephrine: a neural interrupt signal for unexpected events. Network (Bristol, England). 17: 335-50. PMID 17162459 DOI: 10.1080/09548980601004024  0.671
2006 Schwartz O, Sejnowski TJ, Dayan P. Soft mixer assignment in a hierarchical generative model of natural scene statistics. Neural Computation. 18: 2680-718. PMID 16999575 DOI: 10.1162/Neco.2006.18.11.2680  0.6
2006 Dayan P, Niv Y, Seymour B, Daw ND. The misbehavior of value and the discipline of the will. Neural Networks : the Official Journal of the International Neural Network Society. 19: 1153-60. PMID 16938432 DOI: 10.1016/J.Neunet.2006.03.002  0.745
2006 Dayan P. Images, frames, and connectionist hierarchies. Neural Computation. 18: 2293-319. PMID 16907627 DOI: 10.1162/neco.2006.18.10.2293  0.318
2006 Niv Y, Daw ND, Dayan P. Choice values. Nature Neuroscience. 9: 987-8. PMID 16871163 DOI: 10.1038/nn0806-987  0.677
2006 Niv Y, Joel D, Dayan P. A normative perspective on motivation. Trends in Cognitive Sciences. 10: 375-81. PMID 16843041 DOI: 10.1016/j.tics.2006.06.010  0.7
2006 Daw ND, O'Doherty JP, Dayan P, Seymour B, Dolan RJ. Cortical substrates for exploratory decisions in humans. Nature. 441: 876-9. PMID 16778890 DOI: 10.1038/Nature04766  0.773
2006 Gruber AJ, Dayan P, Gutkin BS, Solla SA. Dopamine modulation in the basal ganglia locks the gate to working memory. Journal of Computational Neuroscience. 20: 153-66. PMID 16699839 DOI: 10.1007/S10827-005-5705-X  0.631
2005 Daw ND, Niv Y, Dayan P. Uncertainty-based competition between prefrontal and dorsolateral striatal systems for behavioral control. Nature Neuroscience. 8: 1704-11. PMID 16286932 DOI: 10.1038/nn1560  0.735
2005 Lengyel M, Kwag J, Paulsen O, Dayan P. Matching storage and recall: hippocampal spike timing-dependent plasticity and phase response curves. Nature Neuroscience. 8: 1677-83. PMID 16261136 DOI: 10.1038/Nn1561  0.706
2005 Niv Y, Duff MO, Dayan P. Dopamine, uncertainty and TD learning. Behavioral and Brain Functions : Bbf. 1: 6. PMID 15953384 DOI: 10.1186/1744-9081-1-6  0.611
2005 Yu AJ, Dayan P. Uncertainty, neuromodulation, and attention. Neuron. 46: 681-92. PMID 15944135 DOI: 10.1016/j.neuron.2005.04.026  0.658
2005 Latham PE, Dayan P. Touché: the feeling of choice. Nature Neuroscience. 8: 408-9. PMID 15795744 DOI: 10.1038/nn0405-408  0.55
2005 Lengyel M, Dayan P. Rate-and phase-coded autoassociative memory Advances in Neural Information Processing Systems 0.57
2005 Dayan P, Yu AJ. Norepinephrine and neural interrupts Advances in Neural Information Processing Systems. 243-250.  0.552
2005 Yu AJ, Dayan P. Inference, attention, and decision in a bayesian neural architecture Advances in Neural Information Processing Systems 0.597
2005 Zemel RS, Huys QJM, Natarajan R, Dayan P. Probabilistic computation in spiking populations Advances in Neural Information Processing Systems 0.695
2005 Schwartz O, Sejnowski TJ, Dayan P. A Bayesian framework for tilt perception and confidence Advances in Neural Information Processing Systems. 1201-1208.  0.535
2005 Schwartz O, Sejnowski TJ, Dayan P. Assignment of multiplicative mixtures in natural images Advances in Neural Information Processing Systems 0.499
2005 Carreira-Perpiñán MA, Dayan P, Goodhill GJ. Differential priors for elastic nets Lecture Notes in Computer Science. 3578: 335-342.  0.476
2004 Daw ND, Dayan P. Neuroscience. Matchmaking. Science (New York, N.Y.). 304: 1753-4. PMID 15205519 DOI: 10.1126/science.1099898  0.485
2004 Seymour B, O'Doherty JP, Dayan P, Koltzenburg M, Jones AK, Dolan RJ, Friston KJ, Frackowiak RS. Temporal difference models describe higher-order learning in humans. Nature. 429: 664-7. PMID 15190354 DOI: 10.1038/Nature02581  0.679
2004 O'Doherty J, Dayan P, Schultz J, Deichmann R, Friston K, Dolan RJ. Dissociable roles of ventral and dorsal striatum in instrumental conditioning. Science (New York, N.Y.). 304: 452-4. PMID 15087550 DOI: 10.1126/science.1094285  0.679
2003 Sahani M, Dayan P. Doubly distributional population codes: simultaneous representation of uncertainty and multiplicity. Neural Computation. 15: 2255-79. PMID 14511521 DOI: 10.1162/089976603322362356  0.348
2003 Zhaoping L, Herzog MH, Dayan P. Nonlinear ideal observation and recurrent preprocessing in perceptual learning. Network (Bristol, England). 14: 233-47. PMID 12790183 DOI: 10.1088/0954-898X/14/2/304  0.356
2003 O'Doherty JP, Dayan P, Friston K, Critchley H, Dolan RJ. Temporal difference models and reward-related learning in the human brain. Neuron. 38: 329-37. PMID 12718865 DOI: 10.1016/S0896-6273(03)00169-7  0.682
2003 Pouget A, Dayan P, Zemel RS. Inference and computation with population codes. Annual Review of Neuroscience. 26: 381-410. PMID 12704222 DOI: 10.1146/annurev.neuro.26.041002.131112  0.734
2003 Dayan P, Yu AJ. Uncertainty and learning Iete Journal of Research. 49: 171-181. DOI: 10.1080/03772063.2003.11416335  0.643
2003 Yu A, Dayan P. Expected and unexpected uncertainty: ACh and NE in the neocortex Advances in Neural Information Processing Systems 0.549
2002 Dayan P, Balleine BW. Reward, motivation, and reinforcement learning. Neuron. 36: 285-98. PMID 12383782 DOI: 10.1016/S0896-6273(02)00963-7  0.389
2002 Yu AJ, Dayan P. Acetylcholine in cortical inference. Neural Networks : the Official Journal of the International Neural Network Society. 15: 719-30. PMID 12371522 DOI: 10.1016/S0893-6080(02)00058-8  0.658
2002 Daw ND, Kakade S, Dayan P. Opponent interactions between serotonin and dopamine. Neural Networks : the Official Journal of the International Neural Network Society. 15: 603-16. PMID 12371515 DOI: 10.1016/S0893-6080(02)00052-7  0.606
2002 Kakade S, Dayan P. Dopamine: generalization and bonuses. Neural Networks : the Official Journal of the International Neural Network Society. 15: 549-59. PMID 12371511 DOI: 10.1016/S0893-6080(02)00048-5  0.339
2002 Kakade S, Dayan P. Acquisition and extinction in autoshaping. Psychological Review. 109: 533-44. PMID 12088244 DOI: 10.1037//0033-295X.109.3.533  0.361
2002 Foster D, Dayan P. Structure in the space of value functions Machine Learning. 49: 325-346. DOI: 10.1023/A:1017944732463  0.522
2002 Doya K, Dayan P, Hasselmo ME. Introduction for 2002 Special Issue: Computational models of neuromodulation Neural Networks. 15: 475-477. DOI: 10.1016/S0893-6080(02)00042-4  0.527
2002 Dayan P, Yu A. ACH, uncertainty, and cortical inference Advances in Neural Information Processing Systems 0.53
2001 Káli S, Dayan P. A familiarity-based learning procedure for the establishment of place fields in area CA3 of the rat hippocampus Neurocomputing. 38: 691-695. DOI: 10.1016/S0925-2312(01)00444-1  0.31
2000 Pouget A, Dayan P, Zemel R. Information processing with population codes. Nature Reviews. Neuroscience. 1: 125-32. PMID 11252775 DOI: 10.1038/35039062  0.71
2000 Dayan P, Kakade S, Montague PR. Learning and selective attention. Nature Neuroscience. 3: 1218-23. PMID 11127841 DOI: 10.1038/81504  0.611
2000 Foster DJ, Morris RG, Dayan P. A model of hippocampally dependent navigation, using the temporal difference learning rule. Hippocampus. 10: 1-16. PMID 10706212 DOI: 10.1002/(SICI)1098-1063(2000)10:1<1::AID-HIPO1>3.0.CO;2-1  0.628
1999 Zemel RS, Dayan P. Distributional population codes and multiple motion models Advances in Neural Information Processing Systems. 174-180.  0.547
1998 Sommer FT, Dayan P. Bayesian retrieval in associative memories with storage errors. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 9: 705-13. PMID 18252493 DOI: 10.1109/72.701183  0.632
1998 Zemel RS, Dayan P, Pouget A. Probabilistic interpretation of population codes. Neural Computation. 10: 403-30. PMID 9472488  0.696
1998 Foster DJ, Morris RGM, Dayan P. Hippocampal model of rat spatial abilities using temporal difference learning Advances in Neural Information Processing Systems. 145-151.  0.394
1997 Hinton GE, Dayan P, Revow M. Modeling the manifolds of images of handwritten digits. Ieee Transactions On Neural Networks / a Publication of the Ieee Neural Networks Council. 8: 65-74. PMID 18255611 DOI: 10.1109/72.554192  0.532
1997 Neal RM, Dayan P. Factor analysis using delta-rule wake-sleep learning. Neural Computation. 9: 1781-803. PMID 9377277 DOI: 10.1162/neco.1997.9.8.1781  0.586
1997 Schultz W, Dayan P, Montague PR. A neural substrate of prediction and reward. Science (New York, N.Y.). 275: 1593-9. PMID 9054347 DOI: 10.1126/science.275.5306.1593  0.626
1997 Dayan P, Hinton GE. Using expectation-maximization for reinforcement learning Neural Computation. 9: 271-278. DOI: 10.1162/Neco.1997.9.2.271  0.576
1997 Zemel RS, Dayan P. Combining probabilistic population codes Ijcai International Joint Conference On Artificial Intelligence. 2: 1114-1119.  0.539
1996 Hinton GE, Dayan P. Varieties of Helmholtz Machine. Neural Networks : the Official Journal of the International Neural Network Society. 9: 1385-1403. PMID 12662541 DOI: 10.1016/S0893-6080(96)00009-3  0.562
1996 Montague PR, Dayan P, Sejnowski TJ. A framework for mesencephalic dopamine systems based on predictive Hebbian learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 16: 1936-47. PMID 8774460 DOI: 10.1523/Jneurosci.16-05-01936.1996  0.682
1996 Dayan P, Sejnowski TJ. Exploration bonuses and dual control Machine Learning. 5-22. DOI: 10.1023/A:1018357105171  0.501
1995 Hinton GE, Dayan P, Frey BJ, Neal RM. The "wake-sleep" algorithm for unsupervised neural networks. Science (New York, N.Y.). 268: 1158-61. PMID 7761831 DOI: 10.1126/Science.7761831  0.751
1995 Dayan P, Hinton GE, Neal RM, Zemel RS. The Helmholtz machine. Neural Computation. 7: 889-904. PMID 7584891 DOI: 10.1162/neco.1995.7.5.889  0.779
1995 Montague PR, Dayan P, Person C, Sejnowski TJ. Bee foraging in uncertain environments using predictive hebbian learning. Nature. 377: 725-8. PMID 7477260 DOI: 10.1038/377725a0  0.651
1995 Dayan P, Zemel RS. Competition and multiple cause models Neural Computation. 7: 565-579. DOI: 10.1162/Neco.1995.7.3.565  0.602
1994 Dayan P, Sejnowski TJ. TD(λ) Converges with Probability 1 Machine Learning. 14: 295-301. DOI: 10.1023/A:1022657612745  0.51
1993 Berns GS, Dayan P, Sejnowski TJ. A correlational model for the development of disparity selectivity in visual cortex that depends on prenatal and postnatal phases. Proceedings of the National Academy of Sciences of the United States of America. 90: 8277-81. PMID 8367493 DOI: 10.1073/Pnas.90.17.8277  0.65
1993 Dayan P. Improving Generalization for Temporal Difference Learning: The Successor Representation Neural Computation. 5: 613-624. DOI: 10.1162/neco.1993.5.4.613  0.359
1993 Dayan P, Sejnowski TJ. The Variance of Covariance Rules for Associative Matrix Memories and Reinforcement Learning Neural Computation. 5: 205-209. DOI: 10.1162/neco.1993.5.2.205  0.477
1992 Watkins CJCH, Dayan P. Technical Note: Q-Learning Machine Learning. 8: 279-292. DOI: 10.1023/A:1022676722315  0.343
1992 Dayan P. The Convergence of TD(λ) for General λ Machine Learning. 8: 341-362. DOI: 10.1023/A:1022632907294  0.341
1992 Watkins CJCH, Dayan P. Technical Note : \cal Q -Learning Machine Learning. 8: 279-292. DOI: 10.1007/Bf00992698  0.321
1991 Dayan P, Willshaw DJ. Optimising synaptic learning rules in linear associative memories. Biological Cybernetics. 65: 253-65. PMID 1932282 DOI: 10.1007/BF00206223  0.619
1990 Willshaw D, Dayan P. Optimal Plasticity from Matrix Memories: What Goes Up Must Come Down Neural Computation. 2: 85-93. DOI: 10.1162/neco.1990.2.1.85  0.595
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