A Mixture of Delta-Rules Approximation to Bayesian Inference in Change-Point Problems

Dissociating hippocampal and striatal contributions to sequential prediction learning

(2012) Aaron M. Bornstein et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

How much of reinforcement learning is working memory, not reinforcement learning? A behavioral, computational, and neurogenetic analysis

(2012) Anne G. E. Collins et al.   EUROPEAN JOURNAL OF NEUROSCIENCE

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Reasoning, Learning, and Creativity: Frontal Lobe Function and Human Decision-Making

(2012) Anne Collins et al.   PLOS BIOLOGY

Value and Prediction Error in Medial Frontal Cortex: Integrating the Single-Unit and Systems Levels of Analysis

(2011) Massimo Silvetti et al.   Frontiers in Human Neuroscience

Differential roles of human striatum and amygdala in associative learning

(2011) Jian Li et al.   NATURE NEUROSCIENCE

Neuronal basis of sequential foraging decisions in a patchy environment

(2011) Benjamin Y Hayden et al.   NATURE NEUROSCIENCE

Double dissociation of value computations in orbitofrontal and anterior cingulate neurons

(2011) Steven W Kennerley et al.   NATURE NEUROSCIENCE

A reservoir of time constants for memory traces in cortical neurons

(2011) Alberto Bernacchia et al.   NATURE NEUROSCIENCE

Posterior cingulate cortex: adapting behavior to a changing world

(2011) John M. Pearson et al.   TRENDS IN COGNITIVE SCIENCES

An Approximately Bayesian Delta-Rule Model Explains the Dynamics of Belief Updating in a Changing Environment

(2010) M. R. Nassar et al.   JOURNAL OF NEUROSCIENCE

Bayesian Online Learning of the Hazard Rate in Change-Point Problems

(2010) Robert C. Wilson et al.   NEURAL COMPUTATION

Multiple Timescales of Memory in Lateral Habenula and Dopamine Neurons

(2010) Ethan S. Bromberg-Martin et al.   NEURON

A Bayesian analysis of human decision-making on bandit problems

(2009) Mark Steyvers et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Reinforcement learning can account for associative and perceptual learning on a visual-decision task

(2009) Chi-Tat Law et al.   NATURE NEUROSCIENCE

Bayesian model selection for group studies

(2009) Klaas Enno Stephan et al.   NEUROIMAGE

Genetic variation in dopaminergic neuromodulation influences the ability to rapidly and flexibly adapt decisions

(2009) L. K. Krugel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Hierarchy of Temporal Receptive Windows in Human Cortex

(2008) U. Hasson et al.   JOURNAL OF NEUROSCIENCE

Neural correlates of perceptual learning in a sensory-motor, but not a sensory, cortical area

(2008) Chi-Tat Law et al.   NATURE NEUROSCIENCE