Samuel J Gershman (S J Gershman)

ORCID

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 62

Top Venues

The Journal of neuroscience : the official journal of the Society for Neuroscience

eLife

Nature communications

Nature human behaviour

Princeton University (PHD)

This page only lists publications with an associated author ORCID identifier.

Education History

Princeton University Sep 01 2008 - Jan 01 2013

United States

PHD :: Psychology

Publications

Christopher J Bates, George A Alvarez, Samuel J Gershman
Scaling models of visual working memory to natural images. Communications psychology 2 (1) (2024)
Lechen Qian, Mark Burrell, Jay A Hennig, Sara Matias, Venkatesh N Murthy, Samuel J Gershman, Naoshige Uchida
The role of prospective contingency in the control of behavior and dopamine signals during associative learning. bioRxiv : the preprint server for biology (2024)
Samuel J Gershman, John A Assad, Sandeep Robert Datta, Scott W Linderman, Bernardo L Sabatini, Naoshige Uchida, Linda Wilbrecht
Explaining dopamine through prediction errors and beyond. Nature neuroscience (2024)
Lechen Qian, Mark Burrell, Jay A Hennig, Sara Matias, Venkatesh N Murthy, Samuel J Gershman, Naoshige Uchida
The role of prospective contingency in the control of behavior and dopamine signals during associative learning. bioRxiv : the preprint server for biology (2024)
Alicia M Chen, Andrew Palacci, Natalia Vélez, Robert D Hawkins, Samuel J Gershman
A Hierarchical Bayesian Model of Adaptive Teaching. Cognitive science 48 (7) (2024)
Andre O Beukers, Silvy H P Collin, Ross P Kempner, Nicholas T Franklin, Samuel J Gershman, Kenneth A Norman
Blocked training facilitates learning of multiple schemas. Communications psychology 2 (1) (2024)
Kelsey R Allen, Franziska Brändle, Matthew M Botvinick, Judith E Fan, Samuel J Gershman, Alison Gopnik, Thomas L Griffiths, Joshua K Hartshorne, Tobias U Hauser, Mark K Ho, Joshua R de Leeuw, Wei Ji Ma, Kou Murayama, Jonathan D Nelson, Bas van Opheusden, Thomas Pouncy, Janet Rafner, Iyad Rahwan, Robb B Rutledge, Jacob F Sherson, Özgür Şimşek, Hugo J Spiers, Christopher Summerfield, Mirko Thalmann, Natalia Vélez, Andrew J Watrous, Joshua B Tenenbaum, Eric Schulz
Using games to understand the mind. Nature human behaviour 8 (6) (2024)
Rick Dale, Ruth M J Byrne, Emma Cohen, Ophelia Deroy, Samuel J Gershman, Janet Hui-Wen Hsiao, Ping Li, Padraic Monaghan, David C Noelle, Iris van Rooij, Priti Shah, Michael J Spivey, Sashank Varma
Introduction to Progress and Puzzles of Cognitive Science: Introduction to a Wiley Virtual Issue. Cognitive science 48 (7) (2024)
Lechen Qian, Mark Burrell, Jay A Hennig, Sara Matias, Venkatesh N Murthy, Samuel J Gershman, Naoshige Uchida
The role of prospective contingency in the control of behavior and dopamine signals during associative learning. bioRxiv : the preprint server for biology (2024)
Kelsey R Allen, Franziska Brändle, Matthew M Botvinick, Judith E Fan, Samuel J Gershman, Alison Gopnik, Thomas L Griffiths, Joshua K Hartshorne, Tobias U Hauser, Mark K Ho, Joshua R de Leeuw, Wei Ji Ma, Kou Murayama, Jonathan D Nelson, Bas van Opheusden, Thomas Pouncy, Janet Rafner, Iyad Rahwan, Robb B Rutledge, Jacob F Sherson, Özgür Şimşek, Hugo J Spiers, Christopher Summerfield, Mirko Thalmann, Natalia Vélez, Andrew J Watrous, Joshua B Tenenbaum, Eric Schulz
Using games to understand the mind. Nature human behaviour (2024)
Franziska Brändle, Lena J Stocks, Joshua B Tenenbaum, Samuel J Gershman, Eric Schulz
Empowerment contributes to exploration behaviour in a creative video game. Nature human behaviour (2023)
Albert J Qü, Lung-Hao Tai, Christopher D Hall, Emilie M Tu, Maria Katharina Eckstein, Karyna Mishchanchuk, Wan Chen Lin, Juliana B Chase, Andrew F MacAskill, Anne G E Collins, Samuel J Gershman, Linda Wilbrecht
Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning. bioRxiv : the preprint server for biology (2023)
Samuel J Gershman, Tomer D Ullman
Causal implicatures from correlational statements. PloS one 18 (5) (2023)
Samuel J Gershman, Tomer D Ullman
Causal implicatures from correlational statements. PloS one 18 (5) (2023)
Anthony M V Jakob, Samuel J Gershman
Rate-distortion theory of neural coding and its implications for working memory. eLife 12 (2023)
Samuel J Gershman, Tomer D Ullman
Causal implicatures from correlational statements. PloS one 18 (5) (2023)
Natalia Vélez, Alicia M Chen, Taylor Burke, Fiery A Cushman, Samuel J Gershman
Teachers recruit mentalizing regions to represent learners' beliefs. Proceedings of the National Academy of Sciences of the United States of America 120 (22) (2023)
Marcel Binz, Samuel J Gershman, Eric Schulz, Dominik Endres
Heuristics from bounded meta-learned inference. Psychological review 129 (5) (2022)
Daniel C McNamee, Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman
Compositional Sequence Generation in the Entorhinal-Hippocampal System. Entropy (Basel, Switzerland) 24 (12) (2022)
Johannes Bill, Samuel J Gershman, Jan Drugowitsch
Visual motion perception as online hierarchical inference. Nature communications 13 (1) (2022)
Anthony M V Jakob, John G Mikhael, Allison E Hamilos, John A Assad, Samuel J Gershman
Dopamine mediates the bidirectional update of interval timing. Behavioral neuroscience 136 (5) (2022)
Bilal A Bari, Samuel J Gershman
Undermatching Is a Consequence of Policy Compression. The Journal of neuroscience : the official journal of the Society for Neuroscience 43 (3) (2022)
Bilal A Bari, Samuel J Gershman
Undermatching is a consequence of policy compression. The Journal of neuroscience : the official journal of the Society for Neuroscience (2022)
Bilal A Bari, Samuel J Gershman
Undermatching Is a Consequence of Policy Compression. The Journal of neuroscience : the official journal of the Society for Neuroscience 43 (3) (2022)
Bilal A Bari, Samuel J Gershman
Undermatching Is a Consequence of Policy Compression. The Journal of neuroscience : the official journal of the Society for Neuroscience 43 (3) (2022)
Bilal A Bari, Samuel J Gershman
Undermatching Is a Consequence of Policy Compression. The Journal of neuroscience : the official journal of the Society for Neuroscience 43 (3) (2022)
Haoxue Fan, Samuel J Gershman, Elizabeth A Phelps
Trait somatic anxiety is associated with reduced directed exploration and underestimation of uncertainty. Nature human behaviour (2022)
Bilal A Bari, Samuel J Gershman
Undermatching Is a Consequence of Policy Compression. The Journal of neuroscience : the official journal of the Society for Neuroscience 43 (3) (2022)
Daniel C McNamee, Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman
Compositional Sequence Generation in the Entorhinal-Hippocampal System. Entropy (Basel, Switzerland) 24 (12) (2022)
John G Mikhael, Lucy Lai, Samuel J Gershman
Rational inattention and tonic dopamine. PLoS computational biology 17 (3) (2021)
John G Mikhael, Samuel J Gershman
Impulsivity and risk-seeking as Bayesian inference under dopaminergic control. Neuropsychopharmacology : official publication of the American College of Neuropsychopharmacology (2021)
Samuel J Gershman, Lucy Lai
The Reward-Complexity Trade-off in Schizophrenia. Computational psychiatry (Cambridge, Mass.) 5 (1) (2021)
Momchil S Tomov, Eric Schulz, Samuel J Gershman
Multi-task reinforcement learning in humans. Nature human behaviour 5 (6) (2021)
Samuel J Gershman, Petra Em Balbi, Charles R Gallistel, Jeremy Gunawardena
Reconsidering the evidence for learning in single cells. eLife 10 (2021)
Daniel C McNamee, Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman
Flexible modulation of sequence generation in the entorhinal-hippocampal system. Nature neuroscience 24 (6) (2021)
Samuel J Gershman, Marc Guitart-Masip, James F Cavanagh
Neural signatures of arbitration between Pavlovian and instrumental action selection. PLoS computational biology 17 (2) (2021)
Samuel J Gershman, Lucy Lai
The Reward-Complexity Trade-off in Schizophrenia. Computational psychiatry (Cambridge, Mass.) 5 (1) (2021)
Hayley M Dorfman, Momchil S Tomov, Bernice Cheung, Dennis Clarke, Samuel J Gershman, Brent L Hughes
Causal Inference Gates Corticostriatal Learning. The Journal of neuroscience : the official journal of the Society for Neuroscience 41 (32) (2021)
Samuel J Gershman, Rahul Bhui
Rationally inattentive intertemporal choice. Nature communications 11 (1) (2020)
Tatiana Lau, Samuel J Gershman, Mina Cikara
Social structure learning in human anterior insula. eLife 9 (2020)
Johannes Bill, Hrag Pailian, Samuel J Gershman, Jan Drugowitsch
Hierarchical structure is employed by humans during visual motion perception. Proceedings of the National Academy of Sciences of the United States of America 117 (39) (2020)
Hayley M Dorfman, Samuel J Gershman
Publisher Correction: Controllability governs the balance between Pavlovian and instrumental action selection. Nature communications 11 (1) (2020)
Honi Sanders, Matthew A Wilson, Samuel J Gershman
Hippocampal remapping as hidden state inference. eLife 9 (2020)
Christiane Baumann, Henrik Singmann, Samuel J Gershman, Bettina von Helversen
A linear threshold model for optimal stopping behavior. Proceedings of the National Academy of Sciences of the United States of America 117 (23) (2020)
Momchil S Tomov, Samyukta Yagati, Agni Kumar, Wanqian Yang, Samuel J Gershman
Discovery of hierarchical representations for efficient planning. PLoS computational biology 16 (4) (2020)
Alexandra O Cohen, Kate Nussenbaum, Hayley M Dorfman, Samuel J Gershman, Catherine A Hartley
The rational use of causal inference to guide reinforcement learning strengthens with age. NPJ science of learning 5 (2020)
Thomas A Stalnaker, James D Howard, Yuji K Takahashi, Samuel J Gershman, Thorsten Kahnt, Geoffrey Schoenbaum
Dopamine neuron ensembles signal the content of sensory prediction errors. eLife 8 (2019)
Edward H Patzelt, Wouter Kool, Alexander J Millner, Samuel J Gershman
The transdiagnostic structure of mental effort avoidance. Scientific reports 9 (1) (2019)
Samuel J Gershman, Naoshige Uchida
Believing in dopamine. Nature reviews. Neuroscience 20 (11) (2019)
Hayley M Dorfman, Samuel J Gershman
Controllability governs the balance between Pavlovian and instrumental action selection. Nature communications 10 (1) (2019)
Benedicte M Babayan, Naoshige Uchida, Samuel J Gershman
Belief state representation in the dopamine system. Nature communications 9 (1) (2018)
Francisco Pereira, Bin Lou, Brianna Pritchett, Samuel Ritter, Samuel J Gershman, Nancy Kanwisher, Matthew M Botvinick, Evelina Fedorenko
Toward a universal decoder of linguistic meaning from brain activation. Nature communications 9 (1) (2018)
Momchil S Tomov, Hayley M Dorfman, Samuel J Gershman
Neural Computations Underlying Causal Structure Learning. The Journal of neuroscience : the official journal of the Society for Neuroscience 38 (32) (2018)
Samuel J Gershman
The Successor Representation: Its Computational Logic and Neural Substrates. The Journal of neuroscience : the official journal of the Society for Neuroscience 38 (33) (2018)
Matthew P H Gardner, Geoffrey Schoenbaum, Samuel J Gershman
Rethinking dopamine as generalized prediction error. Proceedings. Biological sciences 285 (1891) (2018)
Edward H Patzelt, Catherine A Hartley, Samuel J Gershman
Computational Phenotyping: Using Models to Understand Individual Differences in Personality, Development, and Mental Illness. Personality neuroscience 1 (2018)
Clara Kwon Starkweather, Benedicte M Babayan, Naoshige Uchida, Samuel J Gershman
Dopamine reward prediction errors reflect hidden-state inference across time. Nature neuroscience 20 (4) (2017)
Kimberly L Stachenfeld, Matthew M Botvinick, Samuel J Gershman
The hippocampus as a predictive map. Nature neuroscience 20 (11) (2017)
Evan M Russek, Ida Momennejad, Matthew M Botvinick, Samuel J Gershman, Nathaniel D Daw
Predictive representations can link model-based reinforcement learning to model-free mechanisms. PLoS computational biology 13 (9) (2017)
Samuel J Gershman, Marie-H Monfils, Kenneth A Norman, Yael Niv
The computational nature of memory modification. eLife 6 (2017)
Samuel J Gershman, Marie-H Monfils, Kenneth A Norman, Yael Niv
Correction: The computational nature of memory modification. eLife 6 (2017)
Ida Momennejad, E M Russek, J H Cheong, Matthew M Botvinick, N D Daw, Samuel J Gershman
The successor representation in human reinforcement learning. Nature human behaviour 1 (9) (2017)

Samuel J Gershman.css-eqlu8i{font-size:small;padding-left:4px;} (S J Gershman)

Publication Activity (10 Years)

Top Topics

Top Venues

Samuel J Gershman (S J Gershman)