List of works - Samuel J Gershman

A linear threshold model for optimal stopping behavior

scientific article published on 27 May 2020

Author Correction: The hippocampus as a predictive map.

scientific article

Bayesian belief updating after a replication experiment

Belief state representation in the dopamine system.

scientific article published on 14 May 2018

Believing in dopamine

scientific article published on 30 September 2019

Causal Inference Gates Corticostriatal Learning

scientific article published on 09 July 2021

Computational Phenotyping: Using Models to Understand Individual Differences in Personality, Development, and Mental Illness

scientific article published on 18 October 2018

Controllability governs the balance between Pavlovian and instrumental action selection

scientific article published on 20 December 2019

Correction: The computational nature of memory modification

scientific article published on 22 May 2017

Discovery of hierarchical representations for efficient planning

scientific article published on 06 April 2020

Dopamine neuron ensembles signal the content of sensory prediction errors

scientific article published on 01 November 2019

Dopamine reward prediction errors reflect hidden-state inference across time

scientific article published on 6 March 2017

Dopaminergic genes are associated with both directed and random exploration

scholarly article published 27 June 2018

Hierarchical structure is employed by humans during visual motion perception

scientific article published on 16 September 2020

Hippocampal remapping as hidden state inference

scientific article published on 09 June 2020

Incentives Boost Model-Based Control Across a Range of Severity on Several Psychiatric Constructs

scientific article published on 02 July 2018

Neural Computations Underlying Causal Structure Learning

scientific article published on 29 June 2018

Predictive representations can link model-based reinforcement learning to model-free mechanisms

scientific article published on 25 September 2017

Publisher Correction: Controllability governs the balance between Pavlovian and instrumental action selection

scientific article published on 08 July 2020

Rationally inattentive intertemporal choice

scientific article published on 03 July 2020

Reconsidering the evidence for learning in single cells

scientific article published on 04 January 2021

Rethinking dopamine as generalized prediction error

scientific article published on 21 November 2018

Social structure learning in human anterior insula

scientific article published on 18 February 2020

The Successor Representation: Its Computational Logic and Neural Substrates

scientific article published on 13 July 2018

The computational nature of memory modification

scientific article

The hippocampus as a predictive map.

scientific article published on 2 October 2017

The rational use of causal inference to guide reinforcement learning strengthens with age

scientific article published in 2020

The successor representation in human reinforcement learning

scientific article published on 28 August 2017

The transdiagnostic structure of mental effort avoidance

scientific article published in Scientific Reports

Toward a universal decoder of linguistic meaning from brain activation.

scientific article published on 6 March 2018

Toward the neural implementation of structure learning

scientific article published on 11 February 2016

Trait somatic anxiety is associated with reduced directed exploration and underestimation of uncertainty

scientific article published in 2022

List of works by Samuel J Gershman