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Nathaniel D. Daw - Publications

Affiliations: 
New York University, New York, NY, United States 
 Princeton University, Princeton, NJ 
Area:
Reward, learning, and decision making
Website:
http://www.cns.nyu.edu/~daw/
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150 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
2023 Krausz TA, Comrie AE, Kahn AE, Frank LM, Daw ND, Berke JD. Dual credit assignment processes underlie dopamine signals in a complex spatial environment. Neuron. PMID 37611585 DOI: 10.1016/j.neuron.2023.07.017  0.317
2023 LeDoux J, Birch J, Andrews K, Clayton NS, Daw ND, Frith C, Lau H, Peters MAK, Schneider S, Seth A, Suddendorf T, Vandekerckhove MMP. Consciousness beyond the human case. Current Biology : Cb. 33: R832-R840. PMID 37607474 DOI: 10.1016/j.cub.2023.06.067  0.361
2023 Zorowitz S, Chierchia G, Blakemore SJ, Daw ND. An item response theory analysis of the matrix reasoning item bank (MaRs-IB). Behavior Research Methods. PMID 37020082 DOI: 10.3758/s13428-023-02067-8  0.431
2023 Krausz TA, Comrie AE, Frank LM, Daw ND, Berke JD. Dual credit assignment processes underlie dopamine signals in a complex spatial environment. Biorxiv : the Preprint Server For Biology. PMID 36993482 DOI: 10.1101/2023.02.15.528738  0.302
2022 Nicholas J, Daw ND, Shohamy D. Uncertainty alters the balance between incremental learning and episodic memory. Elife. 11. PMID 36458809 DOI: 10.7554/eLife.81679  0.339
2022 Bouchacourt F, Tafazoli S, Mattar M, Buschman TJ, Daw ND. Fast rule switching and slow rule updating in a perceptual categorization task. Elife. 11. PMID 36374181 DOI: 10.7554/eLife.82531  0.737
2022 Kane GA, James MH, Shenhav A, Daw ND, Cohen JD, Aston-Jones G. Rat Anterior Cingulate Cortex Continuously Signals Decision Variables in a Patch Foraging Task. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 35688627 DOI: 10.1523/JNEUROSCI.1940-21.2022  0.487
2021 Piray P, Daw ND. A model for learning based on the joint estimation of stochasticity and volatility. Nature Communications. 12: 6587. PMID 34782597 DOI: 10.1038/s41467-021-26731-9  0.314
2021 Hunter LE, Meer EA, Gillan CM, Hsu M, Daw ND. Increased and biased deliberation in social anxiety. Nature Human Behaviour. PMID 34400815 DOI: 10.1038/s41562-021-01180-y  0.527
2021 Agrawal M, Mattar MG, Cohen JD, Daw ND. The temporal dynamics of opportunity costs: A normative account of cognitive fatigue and boredom. Psychological Review. PMID 34383523 DOI: 10.1037/rev0000309  0.73
2021 Hunter LE, Daw ND. Context-sensitive valuation and learning. Current Opinion in Behavioral Sciences. 41: 122-127. PMID 34222566 DOI: 10.1016/j.cobeha.2021.05.001  0.619
2021 Liu Y, Mattar MG, Behrens TEJ, Daw ND, Dolan RJ. Experience replay is associated with efficient nonlocal learning. Science (New York, N.Y.). 372. PMID 34016753 DOI: 10.1126/science.abf1357  0.751
2020 Zorowitz S, Momennejad I, Daw ND. Anxiety, avoidance, and sequential evaluation. Computational Psychiatry (Cambridge, Mass.). 4. PMID 34036174 DOI: 10.1162/cpsy_a_00026  0.767
2020 Foerde K, Daw ND, Rufin T, Walsh BT, Shohamy D, Steinglass JE. Deficient Goal-Directed Control in a Population Characterized by Extreme Goal Pursuit. Journal of Cognitive Neuroscience. 1-19. PMID 33284076 DOI: 10.1162/jocn_a_01655  0.343
2020 Garrett N, Daw ND. Biased belief updating and suboptimal choice in foraging decisions. Nature Communications. 11: 3417. PMID 32647271 DOI: 10.1038/s41467-020-16964-5  0.455
2020 Piray P, Daw ND. A simple model for learning in volatile environments. Plos Computational Biology. 16: e1007963. PMID 32609755 DOI: 10.1371/journal.pcbi.1007963  0.448
2020 Dundon NM, Garrett N, Babenko V, Cieslak M, Daw ND, Grafton ST. Sympathetic involvement in time-constrained sequential foraging. Cognitive, Affective & Behavioral Neuroscience. PMID 32462432 DOI: 10.3758/s13415-020-00799-0  0.421
2020 Langdon AJ, Daw ND. Beyond the Average View of Dopamine. Trends in Cognitive Sciences. PMID 32423707 DOI: 10.1016/j.tics.2020.04.006  0.415
2020 Foerde K, Schebendach J, Daw N, Walsh T, Shohamy D, Steinglass J. Neural and Behavioral Mechanisms of Food Decision Making Across a Spectrum of Restrictive Eating Biological Psychiatry. 87: S20-S21. DOI: 10.1016/J.Biopsych.2020.02.078  0.329
2020 Daw N. Model-Based and Model-Free Learning in Anorexia Nervosa and Other Disorders Biological Psychiatry. 87. DOI: 10.1016/J.Biopsych.2020.02.077  0.381
2019 Wyckmans F, Otto AR, Sebold M, Daw N, Bechara A, Saeremans M, Kornreich C, Chatard A, Jaafari N, Noël X. Reduced model-based decision-making in gambling disorder. Scientific Reports. 9: 19625. PMID 31873133 DOI: 10.1038/s41598-019-56161-z  0.501
2019 Jaffe-Dax S, Boldin AM, Daw ND, Emberson LL. A Computational Role for Top-Down Modulation from Frontal Cortex in Infancy. Journal of Cognitive Neuroscience. 1-7. PMID 31682568 DOI: 10.1162/Jocn_A_01497  0.352
2019 Gillan CM, Kalanthroff E, Evans M, Weingarden HM, Jacoby RJ, Gershkovich M, Snorrason I, Campeas R, Cervoni C, Crimarco NC, Sokol Y, Garnaat SL, McLaughlin NCR, Phelps EA, Pinto A, ... ... Daw ND, et al. Comparison of the Association Between Goal-Directed Planning and Self-reported Compulsivity vs Obsessive-Compulsive Disorder Diagnosis. Jama Psychiatry. 1-10. PMID 31596434 DOI: 10.1001/Jamapsychiatry.2019.2998  0.507
2019 Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD. Rats exhibit similar biases in foraging and intertemporal choice tasks. Elife. 8. PMID 31532391 DOI: 10.7554/Elife.48429  0.778
2019 Engelhard B, Finkelstein J, Cox J, Fleming W, Jang HJ, Ornelas S, Koay SA, Thiberge SY, Daw ND, Tank DW, Witten IB. Specialized coding of sensory, motor and cognitive variables in VTA dopamine neurons. Nature. PMID 31142844 DOI: 10.1038/S41586-019-1261-9  0.694
2019 Fung BJ, Qi S, Hassabis D, Daw N, Mobbs D. Slow escape decisions are swayed by trait anxiety. Nature Human Behaviour. PMID 31110337 DOI: 10.1038/S41562-019-0595-5  0.751
2019 Lee RS, Mattar MG, Parker NF, Witten IB, Daw ND. Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons. Elife. 8. PMID 30946008 DOI: 10.7554/Elife.42992  0.789
2019 Baker SC, Konova AB, Daw ND, Horga G. A distinct inferential mechanism for delusions in schizophrenia. Brain : a Journal of Neurology. PMID 30895299 DOI: 10.1093/brain/awz051  0.334
2019 Vikbladh OM, Meager MR, King J, Blackmon K, Devinsky O, Shohamy D, Burgess N, Daw ND. Hippocampal Contributions to Model-Based Planning and Spatial Memory. Neuron. PMID 30871859 DOI: 10.1016/J.Neuron.2019.02.014  0.763
2019 Dunsmoor JE, Kroes MCW, Li J, Daw ND, Simpson HB, Phelps EA. Role of human ventromedial prefrontal cortex in learning and recall of enhanced extinction. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 30782974 DOI: 10.1523/JNEUROSCI.2713-18.2019  0.629
2019 Kane GA, Bornstein AM, Shenhav A, Wilson RC, Daw ND, Cohen JD. Author response: Rats exhibit similar biases in foraging and intertemporal choice tasks Elife. DOI: 10.7554/Elife.48429.026  0.735
2019 Lee RS, Mattar MG, Parker NF, Witten IB, Daw ND. Author response: Reward prediction error does not explain movement selectivity in DMS-projecting dopamine neurons Elife. DOI: 10.7554/Elife.42992.026  0.787
2019 Uniacke B, Foerde K, Shehzad Z, Daw N, Shohamy D, Steinglass J. S73. Characterizing Approach and Avoidance Learning in Anorexia Nervosa Biological Psychiatry. 85: S325. DOI: 10.1016/J.Biopsych.2019.03.824  0.375
2019 Foerde K, Daw N, Shohamy D, Rufin T, Walsh BT, Steinglass J. S72. Longitudinal Assessment of Impairments in Goal-Directed Reinforcement Learning for Money and Food in Anorexia Nervosa Biological Psychiatry. 85: S324-S325. DOI: 10.1016/J.Biopsych.2019.03.823  0.347
2018 Momennejad I, Otto AR, Daw ND, Norman KA. Offline replay supports planning in human reinforcement learning. Elife. 7. PMID 30547886 DOI: 10.7554/Elife.32548  0.816
2018 Mattar MG, Daw ND. Prioritized memory access explains planning and hippocampal replay. Nature Neuroscience. 21: 1609-1617. PMID 30349103 DOI: 10.1038/S41593-018-0232-Z  0.732
2018 Daw ND. Are we of two minds? Nature Neuroscience. 21: 1497-1499. PMID 30349102 DOI: 10.1038/s41593-018-0258-2  0.302
2018 Ross Otto A, Daw ND. The opportunity cost of time modulates cognitive effort. Neuropsychologia. PMID 29750987 DOI: 10.1016/j.neuropsychologia.2018.05.006  0.352
2018 Duncan K, Doll BB, Daw ND, Shohamy D. More Than the Sum of Its Parts: A Role for the Hippocampus in Configural Reinforcement Learning. Neuron. PMID 29681530 DOI: 10.1016/J.Neuron.2018.03.042  0.448
2018 LeDoux J, Daw ND. Surviving threats: neural circuit and computational implications of a new taxonomy of defensive behaviour. Nature Reviews. Neuroscience. PMID 29593300 DOI: 10.1038/nrn.2018.22  0.306
2018 Fleming SM, van der Putten EJ, Daw ND. Neural mediators of changes of mind about perceptual decisions. Nature Neuroscience. PMID 29531361 DOI: 10.1038/s41593-018-0104-6  0.555
2018 Qi S, Hassabis D, Sun J, Guo F, Daw N, Mobbs D. How cognitive and reactive fear circuits optimize escape decisions in humans. Proceedings of the National Academy of Sciences of the United States of America. PMID 29507207 DOI: 10.1073/Pnas.1712314115  0.771
2018 Cassidy CM, Balsam PD, Weinstein JJ, Rosengard RJ, Slifstein M, Daw ND, Abi-Dargham A, Horga G. A Perceptual Inference Mechanism for Hallucinations Linked to Striatal Dopamine. Current Biology : Cb. PMID 29398218 DOI: 10.1016/j.cub.2017.12.059  0.357
2018 Momennejad I, Otto AR, Daw ND, Norman KA. Author response: Offline replay supports planning in human reinforcement learning Elife. DOI: 10.7554/Elife.32548.025  0.798
2017 Momennejad I, Russek EM, Cheong JH, Botvinick MM, Daw ND, Gershman SJ. The successor representation in human reinforcement learning. Nature Human Behaviour. 1: 680-692. PMID 31024137 DOI: 10.1038/S41562-017-0180-8  0.807
2017 Russek EM, Momennejad I, Botvinick MM, Gershman SJ, Daw ND. Predictive representations can link model-based reinforcement learning to model-free mechanisms. Plos Computational Biology. 13: e1005768. PMID 28945743 DOI: 10.1371/Journal.Pcbi.1005768  0.822
2017 Kane GA, Vazey EM, Wilson RC, Shenhav A, Daw ND, Aston-Jones G, Cohen JD. Increased locus coeruleus tonic activity causes disengagement from a patch-foraging task. Cognitive, Affective & Behavioral Neuroscience. PMID 28900892 DOI: 10.3758/S13415-017-0531-Y  0.484
2017 Bornstein AM, Khaw MW, Shohamy D, Daw ND. Reminders of past choices bias decisions for reward in humans. Nature Communications. 8: 15958. PMID 28653668 DOI: 10.1038/Ncomms15958  0.767
2017 Lenow JK, Constantino SM, Daw ND, Phelps EA. Chronic and acute stress promote overexploitation in serial decision-making. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 28483979 DOI: 10.1523/Jneurosci.3618-16.2017  0.556
2017 Goldfarb EV, Shields GS, Daw ND, Slavich GM, Phelps EA. Low lifetime stress exposure is associated with reduced stimulus-response memory. Learning & Memory (Cold Spring Harbor, N.Y.). 24: 162-168. PMID 28298555 DOI: 10.1101/Lm.045179.117  0.494
2017 Cohen JD, Daw N, Engelhardt B, Hasson U, Li K, Niv Y, Norman KA, Pillow J, Ramadge PJ, Turk-Browne NB, Willke TL. Computational approaches to fMRI analysis. Nature Neuroscience. 20: 304-313. PMID 28230848 DOI: 10.1038/Nn.4499  0.796
2017 Campbell-Meiklejohn D, Simonsen A, Frith CD, Daw ND. Independent Neural Computation of Value from Other People's Confidence. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 37: 673-684. PMID 28100748 DOI: 10.1523/JNEUROSCI.4490-15.2017  0.566
2017 Norton EH, Fleming SM, Daw ND, Landy MS. Suboptimal Criterion Learning in Static and Dynamic Environments. Plos Computational Biology. 13: e1005304. PMID 28046006 DOI: 10.1371/journal.pcbi.1005304  0.602
2017 Fleming SM, Daw ND. Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation. Psychological Review. 124: 91-114. PMID 28004960 DOI: 10.1037/rev0000045  0.546
2016 Campbell-Meiklejohn D, Simonsen A, Frith CD, Daw ND. Independent Neural Computation of Value from Other People's Confidence. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. PMID 27940996 DOI: 10.1523/JNEUROSCI.4490-15.2016  0.507
2016 Gershman SJ, Daw ND. Reinforcement Learning and Episodic Memory in Humans and Animals: An Integrative Framework. Annual Review of Psychology. PMID 27618944 DOI: 10.1146/annurev-psych-122414-033625  0.666
2016 Culbreth AJ, Westbrook A, Daw ND, Botvinick M, Barch DM. Reduced Model-Based Decision-Making in Schizophrenia. Journal of Abnormal Psychology. PMID 27175984 DOI: 10.1037/Abn0000164  0.671
2016 Atlas LY, Doll BB, Li J, Daw ND, Phelps EA. Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala. Elife. 5. PMID 27171199 DOI: 10.7554/eLife.15192  0.668
2016 Parker NF, Cameron CM, Taliaferro JP, Lee J, Choi JY, Davidson TJ, Daw ND, Witten IB. Reward and choice encoding in terminals of midbrain dopamine neurons depends on striatal target. Nature Neuroscience. PMID 27110917 DOI: 10.1038/Nn.4287  0.721
2016 Reinen JM, Van Snellenberg JX, Horga G, Abi-Dargham A, Daw ND, Shohamy D. Motivational Context Modulates Prediction Error Response in Schizophrenia. Schizophrenia Bulletin. PMID 27105903 DOI: 10.1093/Schbul/Sbw045  0.397
2016 Doll BB, Daw ND. The expanding role of dopamine. Elife. 5. PMID 27099987 DOI: 10.7554/eLife.15963  0.354
2016 Decker JH, Otto AR, Daw ND, Hartley CA. From Creatures of Habit to Goal-Directed Learners: Tracking the Developmental Emergence of Model-Based Reinforcement Learning. Psychological Science. PMID 27084852 DOI: 10.1177/0956797616639301  0.459
2016 Gillan CM, Kosinski M, Whelan R, Phelps EA, Daw ND. Characterizing a psychiatric symptom dimension related to deficits in goal-directed control. Elife. 5. PMID 26928075 DOI: 10.7554/Elife.11305  0.524
2016 Doll BB, Bath KG, Daw ND, Frank MJ. Variability in Dopamine Genes Dissociates Model-Based and Model-Free Reinforcement Learning. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 36: 1211-22. PMID 26818509 DOI: 10.1523/JNEUROSCI.1901-15.2016  0.484
2016 Wong YT, Fabiszak MM, Novikov Y, Daw ND, Pesaran B. Coherent neuronal ensembles are rapidly recruited when making a look-reach decision. Nature Neuroscience. PMID 26752158 DOI: 10.1038/Nn.4210  0.321
2016 Atlas LY, Doll BB, Li J, Daw ND, Phelps EA. Author response: Instructed knowledge shapes feedback-driven aversive learning in striatum and orbitofrontal cortex, but not the amygdala Elife. DOI: 10.7554/Elife.15192.033  0.605
2016 Morris LS, Kundu P, Irvine MA, Harrison NA, Robbins TW, Daw N, Bullmore ET, Voon V. LATENT SUBSTRATES OF COMPULSIVITY AND BEHAVIOURAL FLEXIBILITY European Neuropsychopharmacology. 26: 892-893. DOI: 10.1016/J.Euroneuro.2015.06.025  0.436
2015 Sharp ME, Foerde K, Daw ND, Shohamy D. Dopamine selectively remediates 'model-based' reward learning: a computational approach. Brain : a Journal of Neurology. PMID 26685155 DOI: 10.1093/Brain/Awv347  0.474
2015 Morris LS, Kundu P, Dowell N, Mechelmans DJ, Favre P, Irvine MA, Robbins TW, Daw N, Bullmore ET, Harrison NA, Voon V. Fronto-striatal organization: Defining functional and microstructural substrates of behavioural flexibility. Cortex; a Journal Devoted to the Study of the Nervous System and Behavior. 74: 118-133. PMID 26673945 DOI: 10.1016/J.Cortex.2015.11.004  0.41
2015 Voon V, Baek K, Enander J, Worbe Y, Morris LS, Harrison NA, Robbins TW, Rück C, Daw N. Motivation and value influences in the relative balance of goal-directed and habitual behaviours in obsessive-compulsive disorder. Translational Psychiatry. 5: e670. PMID 26529423 DOI: 10.1038/Tp.2015.165  0.444
2015 Daw ND. Of goals and habits. Proceedings of the National Academy of Sciences of the United States of America. PMID 26489651 DOI: 10.1073/pnas.1518488112  0.379
2015 Boureau YL, Sokol-Hessner P, Daw ND. Deciding How To Decide: Self-Control and Meta-Decision Making. Trends in Cognitive Sciences. 19: 700-10. PMID 26483151 DOI: 10.1016/J.Tics.2015.08.013  0.369
2015 Dunsmoor JE, Niv Y, Daw N, Phelps EA. Rethinking Extinction. Neuron. 88: 47-63. PMID 26447572 DOI: 10.1016/j.neuron.2015.09.028  0.673
2015 Norton E, Fleming S, Daw N, Landy M. Criterion Learning in an Orientation-discrimination Task. Journal of Vision. 15: 41. PMID 26325729 DOI: 10.1167/15.12.41  0.563
2015 Zhang H, Daw ND, Maloney LT. Human representation of visuo-motor uncertainty as mixtures of orthogonal basis distributions. Nature Neuroscience. PMID 26120962 DOI: 10.1038/Nn.4055  0.615
2015 Constantino SM, Daw ND. Learning the opportunity cost of time in a patch-foraging task. Cognitive, Affective & Behavioral Neuroscience. PMID 25917000 DOI: 10.3758/s13415-015-0350-y  0.492
2015 Worbe Y, Palminteri S, Savulich G, Daw ND, Fernandez-Egea E, Robbins TW, Voon V. Valence-dependent influence of serotonin depletion on model-based choice strategy. Molecular Psychiatry. PMID 25869808 DOI: 10.1038/Mp.2015.46  0.497
2015 Gillan CM, Otto AR, Phelps EA, Daw ND. Model-based learning protects against forming habits. Cognitive, Affective & Behavioral Neuroscience. PMID 25801925 DOI: 10.3758/S13415-015-0347-6  0.671
2015 Doll BB, Duncan KD, Simon DA, Shohamy D, Daw ND. Model-based choices involve prospective neural activity. Nature Neuroscience. 18: 767-72. PMID 25799041 DOI: 10.1038/Nn.3981  0.728
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  0.692
2015 Otto AR, Skatova A, Madlon-Kay S, Daw ND. Cognitive control predicts use of model-based reinforcement learning. Journal of Cognitive Neuroscience. 27: 319-33. PMID 25170791 DOI: 10.1162/jocn_a_00709  0.427
2015 Doll BB, Shohamy D, Daw ND. Multiple memory systems as substrates for multiple decision systems. Neurobiology of Learning and Memory. 117: 4-13. PMID 24846190 DOI: 10.1016/j.nlm.2014.04.014  0.471
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  0.591
2015 Gillan CM, Kosinski M, Whelan R, Phelps EA, Daw ND. Author response: Characterizing a psychiatric symptom dimension related to deficits in goal-directed control Elife. DOI: 10.7554/Elife.11305.019  0.494
2015 Shohamy D, Daw ND. Integrating memories to guide decisions Current Opinion in Behavioral Sciences. 5: 85-90. DOI: 10.1016/j.cobeha.2015.08.010  0.346
2014 Wimmer GE, Braun EK, Daw ND, Shohamy D. Episodic memory encoding interferes with reward learning and decreases striatal prediction errors. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 34: 14901-12. PMID 25378157 DOI: 10.1523/JNEUROSCI.0204-14.2014  0.711
2014 Roy M, Shohamy D, Daw N, Jepma M, Wimmer GE, Wager TD. Representation of aversive prediction errors in the human periaqueductal gray. Nature Neuroscience. 17: 1607-12. PMID 25282614 DOI: 10.1038/Nn.3832  0.677
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  0.555
2013 Bornstein AM, Daw ND. Cortical and hippocampal correlates of deliberation during model-based decisions for rewards in humans. Plos Computational Biology. 9: e1003387. PMID 24339770 DOI: 10.1371/Journal.Pcbi.1003387  0.8
2013 Otto AR, Raio CM, Chiang A, Phelps EA, Daw ND. Working-memory capacity protects model-based learning from stress. Proceedings of the National Academy of Sciences of the United States of America. 110: 20941-6. PMID 24324166 DOI: 10.1073/Pnas.1312011110  0.634
2013 Fleming SM, Maloney LT, Daw ND. The irrationality of categorical perception. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 33: 19060-70. PMID 24305804 DOI: 10.1523/JNEUROSCI.1263-13.2013  0.68
2013 den Ouden HE, Daw ND, Fernandez G, Elshout JA, Rijpkema M, Hoogman M, Franke B, Cools R. Dissociable effects of dopamine and serotonin on reversal learning. Neuron. 80: 1090-100. PMID 24267657 DOI: 10.1016/J.NEURON.2013.12.008  0.78
2013 Skatova A, Chan PA, Daw ND. Extraversion differentiates between model-based and model-free strategies in a reinforcement learning task. Frontiers in Human Neuroscience. 7: 525. PMID 24027514 DOI: 10.3389/fnhum.2013.00525  0.498
2013 Zhang H, Daw ND, Maloney LT. Testing whether humans have an accurate model of their own motor uncertainty in a speeded reaching task. Plos Computational Biology. 9: e1003080. PMID 23717198 DOI: 10.1371/Journal.Pcbi.1003080  0.615
2013 Rigotti M, Barak O, Warden MR, Wang XJ, Daw ND, Miller EK, Fusi S. The importance of mixed selectivity in complex cognitive tasks. Nature. 497: 585-90. PMID 23685452 DOI: 10.1038/Nature12160  0.339
2013 Otto AR, Gershman SJ, Markman AB, Daw ND. The curse of planning: dissecting multiple reinforcement-learning systems by taxing the central executive. Psychological Science. 24: 751-61. PMID 23558545 DOI: 10.1177/0956797612463080  0.769
2013 Madlon-Kay S, Pesaran B, Daw ND. Action selection in multi-effector decision making. Neuroimage. 70: 66-79. PMID 23228512 DOI: 10.1016/j.neuroimage.2012.12.001  0.382
2013 Daw ND, Tobler PN. Value Learning through Reinforcement: The Basics of Dopamine and Reinforcement Learning Neuroeconomics: Decision Making and the Brain: Second Edition. 283-298. DOI: 10.1016/B978-0-12-416008-8.00015-2  0.315
2012 Landy MS, Trommershäuser J, Daw ND. Dynamic estimation of task-relevant variance in movement under risk. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 12702-11. PMID 22972994 DOI: 10.1523/JNEUROSCI.6160-11.2012  0.365
2012 Doll BB, Simon DA, Daw ND. The ubiquity of model-based reinforcement learning. Current Opinion in Neurobiology. 22: 1075-81. PMID 22959354 DOI: 10.1016/j.conb.2012.08.003  0.746
2012 Kovach CK, Daw ND, Rudrauf D, Tranel D, O'Doherty JP, Adolphs R. Anterior prefrontal cortex contributes to action selection through tracking of recent reward trends. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 32: 8434-42. PMID 22723683 DOI: 10.1523/Jneurosci.5468-11.2012  0.456
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  0.638
2012 Roesch MR, Esber GR, Li J, Daw ND, Schoenbaum G. Surprise! Neural correlates of Pearce-Hall and Rescorla-Wagner coexist within the brain. The European Journal of Neuroscience. 35: 1190-200. PMID 22487047 DOI: 10.1111/j.1460-9568.2011.07986.x  0.5
2012 Wimmer GE, Daw ND, Shohamy D. Generalization of value in reinforcement learning by humans. The European Journal of Neuroscience. 35: 1092-104. PMID 22487039 DOI: 10.1111/j.1460-9568.2012.08017.x  0.729
2012 Bornstein AM, Daw ND. Dissociating hippocampal and striatal contributions to sequential prediction learning. The European Journal of Neuroscience. 35: 1011-23. PMID 22487032 DOI: 10.1111/J.1460-9568.2011.07920.X  0.783
2012 Zhang H, Daw N, Maloney LT. The motor error distribution implicit in planning of movement in a speeded reaching task compared to the true error distribution F1000research. 12: 604-604. DOI: 10.7490/F1000Research.1090389.1  0.592
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  0.681
2011 Gustafson NJ, Daw ND. Grid cells, place cells, and geodesic generalization for spatial reinforcement learning. Plos Computational Biology. 7: e1002235. PMID 22046115 DOI: 10.1371/journal.pcbi.1002235  0.749
2011 Li J, Schiller D, Schoenbaum G, Phelps EA, Daw ND. Differential roles of human striatum and amygdala in associative learning. Nature Neuroscience. 14: 1250-2. PMID 21909088 DOI: 10.1038/nn.2904  0.669
2011 Simon DA, Daw ND. Neural correlates of forward planning in a spatial decision task in humans. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 5526-39. PMID 21471389 DOI: 10.1523/JNEUROSCI.4647-10.2011  0.737
2011 Li J, Daw ND. Signals in human striatum are appropriate for policy update rather than value prediction. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 31: 5504-11. PMID 21471387 DOI: 10.1523/JNEUROSCI.6316-10.2011  0.534
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  0.764
2011 Bornstein AM, Daw ND. Multiplicity of control in the basal ganglia: computational roles of striatal subregions. Current Opinion in Neurobiology. 21: 374-80. PMID 21429734 DOI: 10.1016/J.Conb.2011.02.009  0.749
2011 Cools R, Nakamura K, Daw ND. Serotonin and dopamine: unifying affective, activational, and decision functions. Neuropsychopharmacology : Official Publication of the American College of Neuropsychopharmacology. 36: 98-113. PMID 20736991 DOI: 10.1038/npp.2010.121  0.609
2011 Simon DA, Daw ND. Environmental statistics and the trade-off between model-based and TD learning in humans Advances in Neural Information Processing Systems 24: 25th Annual Conference On Neural Information Processing Systems 2011, Nips 2011.  0.657
2010 Beeler JA, Daw N, Frazier CR, Zhuang X. Tonic dopamine modulates exploitation of reward learning. Frontiers in Behavioral Neuroscience. 4: 170. PMID 21120145 DOI: 10.3389/Fnbeh.2010.00170  0.461
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  0.608
2010 Schonberg T, O'Doherty JP, Joel D, Inzelberg R, Segev Y, Daw ND. Selective impairment of prediction error signaling in human dorsolateral but not ventral striatum in Parkinson's disease patients: evidence from a model-based fMRI study. Neuroimage. 49: 772-81. PMID 19682583 DOI: 10.1016/J.Neuroimage.2009.08.011  0.409
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  0.623
2009 Gershman SJ, Pesaran B, Daw ND. Human reinforcement learning subdivides structured action spaces by learning effector-specific values. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 29: 13524-31. PMID 19864565 DOI: 10.1523/JNEUROSCI.2469-09.2009  0.696
2009 Daw ND, Frank MJ. Reinforcement learning and higher level cognition: introduction to special issue. Cognition. 113: 259-61. PMID 19819429 DOI: 10.1016/j.cognition.2009.09.005  0.359
2009 Bódi N, Kéri S, Nagy H, Moustafa A, Myers CE, Daw N, Dibó G, Takáts A, Bereczki D, Gluck MA. Reward-learning and the novelty-seeking personality: a between- and within-subjects study of the effects of dopamine agonists on young Parkinson's patients. Brain : a Journal of Neurology. 132: 2385-95. PMID 19416950 DOI: 10.1093/Brain/Awp094  0.538
2009 den Ouden HE, Friston KJ, Daw ND, McIntosh AR, Stephan KE. A dual role for prediction error in associative learning. Cerebral Cortex (New York, N.Y. : 1991). 19: 1175-85. PMID 18820290 DOI: 10.1093/Cercor/Bhn161  0.794
2009 Daw ND, Courville AC. The pigeon as particle filter Advances in Neural Information Processing Systems 20 - Proceedings of the 2007 Conference.  0.59
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  0.579
2008 Wittmann BC, Daw ND, Seymour B, Dolan RJ. Striatal activity underlies novelty-based choice in humans. Neuron. 58: 967-73. PMID 18579085 DOI: 10.1016/J.Neuron.2008.04.027  0.546
2008 Daw ND, Shohamy D. The cognitive neuroscience of motivation and learning Social Cognition. 26: 593-620. DOI: 10.1521/soco.2008.26.5.593  0.506
2007 Daw ND. Dopamine: at the intersection of reward and action. Nature Neuroscience. 10: 1505-7. PMID 18043583 DOI: 10.1038/nn1207-1505  0.41
2007 Schönberg T, Daw ND, Joel D, O'Doherty JP. Reinforcement learning signals in the human striatum distinguish learners from nonlearners during reward-based decision making. The Journal of Neuroscience : the Official Journal of the Society For Neuroscience. 27: 12860-7. PMID 18032658 DOI: 10.1523/Jneurosci.2496-07.2007  0.521
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  0.637
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  0.619
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  0.686
2006 Niv Y, Daw ND, Dayan P. Choice values. Nature Neuroscience. 9: 987-8. PMID 16871163 DOI: 10.1038/nn0806-987  0.533
2006 Courville AC, Daw ND, Touretzky DS. Bayesian theories of conditioning in a changing world. Trends in Cognitive Sciences. 10: 294-300. PMID 16793323 DOI: 10.1016/J.Tics.2006.05.004  0.797
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  0.665
2006 Daw ND, Courville AC, Tourtezky DS, Touretzky DS. Representation and timing in theories of the dopamine system. Neural Computation. 18: 1637-77. PMID 16764517 DOI: 10.1162/neco.2006.18.7.1637  0.793
2006 Daw ND, Doya K. The computational neurobiology of learning and reward. Current Opinion in Neurobiology. 16: 199-204. PMID 16563737 DOI: 10.1016/j.conb.2006.03.006  0.493
2006 Daw ND, Courville AC, Tourtezky DS. Erratum: Representation and timing in theories of the dopamine system (Neural Computation (July 2006) 7, (1637)) Neural Computation. 18. DOI: 10.1162/Neco.2006.18.10.2582  0.334
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  0.655
2005 Niv Y, Daw ND, Dayan P. How fast to work: Response vigor, motivation and tonic dopamine Advances in Neural Information Processing Systems. 1019-1026.  0.43
2005 Courville AC, Daw ND, Touretzky DS. Similarity and discrimination in classical conditioning: A latent variable account Advances in Neural Information Processing Systems.  0.735
2004 Daw ND, Dayan P. Neuroscience. Matchmaking. Science (New York, N.Y.). 304: 1753-4. PMID 15205519 DOI: 10.1126/science.1099898  0.36
2004 Courville AC, Daw ND, Gordon GJ, Touretzky DS. Model uncertainty in classical conditioning Advances in Neural Information Processing Systems.  0.744
2003 McClure SM, Daw ND, Montague PR. A computational substrate for incentive salience. Trends in Neurosciences. 26: 423-8. PMID 12900173 DOI: 10.1016/S0166-2236(03)00177-2  0.634
2003 Daw ND, Courville AC, Touretzky DS. Timing and partial observability in the dopamine system Advances in Neural Information Processing Systems.  0.742
2002 Daw ND, Touretzky DS. Long-term reward prediction in TD models of the dopamine system. Neural Computation. 14: 2567-83. PMID 12433290 DOI: 10.1162/089976602760407973  0.681
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  0.566
2002 Daw ND, Courville AC, Touretzky DS. Dopamine and inference about timing Proceedings - 2nd International Conference On Development and Learning, Icdl 2002. 271-276. DOI: 10.1109/DEVLRN.2002.1011901  0.814
2001 Daw ND, Touretzky DS. Operant behavior suggests attentional gating of dopamine system inputs Neurocomputing. 38: 1161-1167. DOI: 10.1016/S0925-2312(01)00553-7  0.68
2000 Daw ND, Touretzky DS. Behavioral considerations suggests an average reward TD model of the dopamine system Neurocomputing. 32: 679-684. DOI: 10.1016/S0925-2312(00)00232-0  0.724
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