Samuel J. Gershman

Computer Science

Pilot corpus only

This score is computed over theSindex pilot corpus and does not cover the full scientific literature. Scores are relative to papers we have ingested — papers, authors, and institutions outside the pilot are not represented. Methodology.

Top 100%percentile

0Author DataRank

Indexed papers

0in pilot corpus

datarank_citation_only_1hop_v6· scope data_onlyMethodology

Papers

Driven by 29 papers. Top paper: “A Unified Framework for Dopamine Signals across Timescales”.

A Unified Framework for Dopamine Signals across Timescales

Cell(2020)10.1016/j.cell.2020.11.013

N/A

0DataRank · unranked

340 citations

Athar N. Malik, John G. Mikhael, Pol Bech, Iku Tsutsui‐Kimura, Fangmiao Sun +6 more

Dissociable neural correlates of uncertainty underlie different exploration strategies

Nature Communications(2020)10.1038/s41467-020-15766-z

N/A

0DataRank · unranked

115 citations

Van Truong, Rohan Hundia, Samuel J. Gershman, Momchil S. Tomov

Discovery of hierarchical representations for efficient planning

PLoS Computational Biology(2020)10.1371/journal.pcbi.1007594

N/A

0DataRank · unranked

107 citations

Samyukta Yagati, Agni Kumar, Wanqian Yang, Samuel J. Gershman, Momchil S. Tomov

Social structure learning in human anterior insula

eLife(2020)10.7554/elife.53162

N/A

0DataRank · unranked

46 citations

Samuel J. Gershman, Mina Cikara, Tatiana Lau

The neurobiology of deep reinforcement learning

Current Biology(2020)10.1016/j.cub.2020.04.021

N/A

0DataRank · unranked

27 citations

Bence P. Ölveczky, Samuel J. Gershman

Rational Inattention and Tonic Dopamine

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.10.04.325175

N/A

0DataRank · unranked

4 citations

Lucy Lai, Samuel J. Gershman, John G. Mikhael

Human visual motion perception shows hallmarks of Bayesian structural inference

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.11.05.370452

N/A

0DataRank · unranked

2 citations

Johannes Bill, Jan Drugowitsch, Samuel J. Gershman, Sichao Yang

Impulsivity and risk-seeking as Bayesian inference under dopaminergic control

bioRxiv (Cold Spring Harbor Laboratory)(2020)10.1101/2020.10.06.327775

N/A

0DataRank · unranked

0 citations

Samuel J. Gershman, John G. Mikhael

Human visual motion perception shows hallmarks of Bayesian structural inference

Scientific Reports(2021)10.1038/s41598-021-82175-7

N/A

0DataRank · unranked

51 citations

Johannes Bill, Jan Drugowitsch, Samuel J. Gershman, Sichao Yang

Rational inattention and tonic dopamine

PLoS Computational Biology(2021)10.1371/journal.pcbi.1008659

N/A

0DataRank · unranked

35 citations

Lucy Lai, Samuel J. Gershman, John G. Mikhael

Impulsivity and risk-seeking as Bayesian inference under dopaminergic control

Neuropsychopharmacology(2021)10.1038/s41386-021-01125-z

N/A

0DataRank · unranked

13 citations

Samuel J. Gershman, John G. Mikhael

Neural evidence for the successor representation in choice evaluation

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.08.29.458114

N/A

0DataRank · unranked

37 citations

Ida Momennejad, Matthew Botvinick, Samuel J. Gershman, Nathaniel D. Daw, Evan M. Russek

Dopamine mediates the bidirectional update of interval timing

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.11.02.466803

N/A

0DataRank · unranked

4 citations

John G. Mikhael, Allison E. Hamilos, John A. Assad, Samuel J. Gershman, Anthony M.V. Jakob

Structure in motion: visual motion perception as online hierarchical inference

bioRxiv (Cold Spring Harbor Laboratory)(2021)10.1101/2021.10.21.465346

N/A

0DataRank · unranked

0 citations

Samuel J. Gershman, Jan Drugowitsch, Johannes Bill

The role of state uncertainty in the dynamics of dopamine

Current Biology(2022)10.1016/j.cub.2022.01.025

N/A

0DataRank · unranked

84 citations

HyungGoo R. Kim, Naoshige Uchida, Samuel J. Gershman, John G. Mikhael

Visual motion perception as online hierarchical inference

Nature Communications(2022)10.1038/s41467-022-34805-5

N/A

0DataRank · unranked

28 citations

Samuel J. Gershman, Jan Drugowitsch, Johannes Bill

Undermatching Is a Consequence of Policy Compression

Journal of Neuroscience(2022)10.1523/jneurosci.1003-22.2022

N/A

0DataRank · unranked

21 citations

Samuel J. Gershman, Bilal A. Bari

Dopamine mediates the bidirectional update of interval timing.

Behavioral Neuroscience(2022)10.1037/bne0000529

N/A

0DataRank · unranked

15 citations

John G. Mikhael, Allison E. Hamilos, John A. Assad, Samuel J. Gershman, Anthony M.V. Jakob

Undermatching is a consequence of policy compression

bioRxiv (Cold Spring Harbor Laboratory)(2022)10.1101/2022.05.25.493472

N/A

0DataRank · unranked

3 citations

Samuel J. Gershman, Bilal A. Bari

Emergence of belief-like representations through reinforcement learning

PLoS Computational Biology(2023)10.1371/journal.pcbi.1011067

N/A

0DataRank · unranked

42 citations

Sandra Romero Pinto, Takahiro Yamaguchi, Scott W. Linderman, Naoshige Uchida, Samuel J. Gershman +1 more

The neural architecture of theory-based reinforcement learning

Neuron(2023)10.1016/j.neuron.2023.01.023

N/A

0DataRank · unranked

23 citations

Pedro A. Tsividis, Thomas Pouncy, Joshua B. Tenenbaum, Samuel J. Gershman, Momchil S. Tomov

The role of memory in counterfactual valuation.

Journal of Experimental Psychology General(2023)10.1037/xge0001364

N/A

0DataRank · unranked

10 citations

Samuel J. Gershman, Daphna Shohamy, Natalie Biderman

Emergence of belief-like representations through reinforcement learning

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.04.04.535512

N/A

0DataRank · unranked

7 citations

Sandra Romero Pinto, Takahiro Yamaguchi, Scott W. Linderman, Naoshige Uchida, Samuel J. Gershman +1 more

Nucleus accumbens dopamine release reflects Bayesian inference during instrumental learning

bioRxiv (Cold Spring Harbor Laboratory)(2023)10.1101/2023.11.10.566306

N/A

0DataRank · unranked

5 citations

Lung-Hao Tai, Christopher D. Hall, Emilie M Tu, Maria K. Eckstein, Karyna Mishchanchuk +7 more

Explaining dopamine through prediction errors and beyond

Nature Neuroscience(2024)10.1038/s41593-024-01705-4

N/A

0DataRank · unranked

85 citations

John A. Assad, Sandeep Robert Datta, Scott W. Linderman, Bernardo L. Sabatini, Naoshige Uchida +2 more

Policy complexity suppresses dopamine responses

bioRxiv (Cold Spring Harbor Laboratory)(2024)10.1101/2024.09.15.613150

N/A

0DataRank · unranked

1 citations

Armin Lak, Samuel J. Gershman

Devaluing memories of reward: a case for dopamine

Communications Biology(2025)10.1038/s42003-024-07440-7

N/A

0DataRank · unranked

4 citations

Nicole Russell, Victoria Fex, Bing Mo, Nathan Pence, Joseph A. Beatty +6 more

Policy Complexity Suppresses Dopamine Responses

Journal of Neuroscience(2025)10.1523/jneurosci.1756-24.2024

N/A

0DataRank · unranked

4 citations

Armin Lak, Samuel J. Gershman

Time and memory costs jointly determine a speed–accuracy trade-off and set-size effects.

Journal of Experimental Psychology General(2025)10.1037/xge0001760

N/A

0DataRank · unranked

2 citations

Lucy Lai, Samuel J. Gershman, Bilal A. Bari, Shuze Liu