Daw, Nathaniel D.

Depression: a decision-theoretic analysis

Huys, Q. J. M., Daw, N. D., & Dayan, P. (2015) · Annual Review of Neuroscience

Neural and Behavioral Psychology StudiesAnxiety, Depression, Psychometrics, Treatment, Cognitive Processes

Cited by 221

Fronto-striatal organization: defining functional and microstructural substrates of behavioural flexibility

Morris, L. S., Kundu, P., Dowell, N., Mechelmans, D. J., Favre, P., Irvine, M. A., Robbins, T. W., Daw, N., Bullmore, E. T., Harrison, N. A., et al. (2016) · Cortex

Neural and Behavioral Psychology StudiesFunctional Brain Connectivity Studies

Cited by 198

The algorithmic anatomy of model-based evaluation

Daw, N. D., & Dayan, P. (2014) · Philosophical Transactions of the Royal Society B: Biological Sciences

Reinforcement Learning in RoboticsNeural and Behavioral Psychology Studies

Cited by 195

A perceptual inference mechanism for hallucinations linked to striatal dopamine

Cassidy, C. M., Balsam, P. D., Weinstein, J. J., Rosengard, R. J., Slifstein, M., Daw, N. D., Abi-Dargham, A., & Horga, G. (2018) · Current Biology

Schizophrenia research and treatmentHallucinations in medical conditions

Cited by 176

Representation and timing in theories of the dopamine system

Daw, N. D., Courville, A. C., & Touretzky, D. S. (2006) · Neural Computation

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 173

Neural mediators of changes of mind about perceptual decisions

Fleming, S. M., van der Putten, E. J., & Daw, N. D. (2018) · Nature Neuroscience

Neural and Behavioral Psychology StudiesVisual perception and processing mechanisms

Cited by 155

A model for learning based on the joint estimation of stochasticity and volatility

Piray, P., & Daw, N. D. (2021) · Nature Communications

Memory and Neural MechanismsNeural and Behavioral Psychology Studies

Cited by 153

The opportunity cost of time modulates cognitive effort

Otto, A. R., & Daw, N. D. (2019) · Neuropsychologia

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 138

Human reinforcement learning subdivides structured action spaces by learning effector-specific values

Gershman, S. J., Pesaran, B., & Daw, N. D. (2009) · The Journal of Neuroscience

Neural and Behavioral Psychology StudiesNeurotransmitter Receptor Influence on Behavior

Cited by 118

Generalization of value in reinforcement learning by humans

Wimmer, G. E., Daw, N. D., & Shohamy, D. (2012) · European Journal of Neuroscience

Neural and Behavioral Psychology StudiesMemory and Neural Mechanisms

Cited by 111

Reduced model-based decision-making in schizophrenia.

Culbreth, A. J., Westbrook, A., Daw, N. D., Botvinick, M., & Barch, D. M. (2016) · Journal of Abnormal Psychology

Schizophrenia research and treatmentNeural and Behavioral Psychology Studies

Cited by 104

Valence-dependent influence of serotonin depletion on model-based choice strategy

Worbe, Y., Palminteri, S., Savulich, G., Daw, N. D., Fernandez-Egea, E., Robbins, T. W., & Voon, V (2016) · Molecular Psychiatry

Neurotransmitter Receptor Influence on BehaviorNeural and Behavioral Psychology Studies

Cited by 75

Consciousness beyond the human case

LeDoux, J., Birch, J., Andrews, K., Clayton, N. S., Daw, N. D., Frith, C., Lau, H., Peters, M. A. K., Schneider, S., Seth, A., et al. (2023) · Current Biology

Philosophy and Theoretical ScienceEmbodied and Extended Cognition

Cited by 67

Computational processes of simultaneous learning of stochasticity and volatility in humans

Piray, P., & Daw, N. D. (2024) · Nature Communications

Decision-Making and Behavioral EconomicsNeural and Behavioral Psychology Studies

Cited by 45

Neurocomputational mechanisms of confidence in self and others

Bang, D., Moran, R., Daw, N. D., & Fleming, S. M. (2022) · Nature Communications

Neural and Behavioral Psychology StudiesDecision-Making and Behavioral Economics

Cited by 39

Low lifetime stress exposure is associated with reduced stimulus-response memory

Goldfarb, E. V., Shields, G. S., Daw, N. D., Slavich, G. M., & Phelps, E. A. (2017) · Learning & Memory

Memory and Neural MechanismsMemory Processes and Influences

Cited by 30

Episodic retrieval for model-based evaluation in sequential decision tasks

Zhou, C. Y., Talmi, D., Daw, N., & Mattar, M. G. (2023) · Psychological Review

Memory Processes and InfluencesMemory and Neural Mechanisms

Cited by 21

Episodic retrieval for model-based evaluation in sequential decision tasks.

Zhou, C. Y., Talmi, D., Daw, N. D., & Mattar, M. G. (2025) · Psychological Review

Memory Processes and InfluencesMemory and Neural Mechanisms

Cited by 21

Predictive and Interpretable: Combining Artificial Neural Networks and Classic Cognitive Models to Understand Human Learning and Decision Making

Eckstein, M. K., Summerfield, C., Daw, N. D., & Miller, K. J. (2023) · bioRxiv (Cold Spring Harbor Laboratory)

Neural and Behavioral Psychology StudiesReinforcement Learning in Robotics

Cited by 18

Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines

Kumar, S., Correa, C. G., Dasgupta, I., Marjieh, R., Hu, M. Y., Hawkins, R., Cohen, J. D., Daw, N., Narasimhan, K., & Griffiths, T. (2022) · Advances in Neural Information Processing Systems 35

Natural Language Processing TechniquesMachine Learning and Algorithms

Cited by 10

Disentangling Abstraction from Statistical Pattern Matching in Human and Machine Learning

Kumar, S., Dasgupta, I., Daw, N. D., Cohen, J. D., & Griffiths, T. L. (2022) · arXiv

Reinforcement Learning in RoboticsDomain Adaptation and Few-Shot Learning

Cited by 10

Using Natural Language and Program Abstractions to Instill Human Inductive Biases in Machines

Kumar, S., Correa, C. G., Dasgupta, I., Marjieh, R., Hu, M. Y., Hawkins, R. D., Daw, N. D., Cohen, J. D., Narasimhan, K., & Griffiths, T. L. (2022) · arXiv

Natural Language Processing TechniquesMachine Learning and Algorithms

Cited by 9