Control of entropy in neural models of environmental state

Just above Chance: Is It Harder to Decode Information from Human Prefrontal Cortex Blood Oxygenation Level-dependent Signals?

(2018) Apoorva Bhandari et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Exploration Disrupts Choice-Predictive Signals and Alters Dynamics in Prefrontal Cortex

(2018) R. Becket Ebitz et al.   NEURON

Suppression of Ventral Hippocampal Output Impairs Integrated Orbitofrontal Encoding of Task Structure

(2017) Andrew M. Wikenheiser et al.   NEURON

Brain networks for confidence weighting and hierarchical inference during probabilistic learning

(2017) Florent Meyniel et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Affective bias as a rational response to the statistics of rewards and punishments

(2017) Erdem Pulcu et al.   eLife

A Probability Distribution over Latent Causes, in the Orbitofrontal Cortex

(2016) Stephanie C. Y. Chan et al.   JOURNAL OF NEUROSCIENCE

Two Anatomically and Computationally Distinct Learning Signals Predict Changes to Stimulus-Outcome Associations in Hippocampus

(2016) Erie D. Boorman et al.   NEURON

Relationships between Pupil Diameter and Neuronal Activity in the Locus Coeruleus, Colliculi, and Cingulate Cortex

(2016) Siddhartha Joshi et al.   NEURON

Human Orbitofrontal Cortex Represents a Cognitive Map of State Space

(2016) Nicolas W. Schuck et al.   NEURON

Specific frontal neural dynamics contribute to decisions to check

(2016) Frederic M. Stoll et al.   Nature Communications

Pupil fluctuations track rapid changes in adrenergic and cholinergic activity in cortex

(2016) Jacob Reimer et al.   Nature Communications

Adaptive learning and decision-making under uncertainty by metaplastic synapses guided by a surprise detection system

(2016) Kiyohito Iigaya   eLife

Coordinated forms of noradrenergic plasticity in the locus coeruleus and primary auditory cortex

(2015) Ana Raquel O Martins et al.   NATURE NEUROSCIENCE

Neuronal Activity in Primate Dorsal Anterior Cingulate Cortex Signals Task Conflict and Predicts Adjustments in Pupil-Linked Arousal

(2015) R. Becket Ebitz et al.   NEURON

A cholinergic feedback circuit to regulate striatal population uncertainty and optimize reinforcement learning

(2015) Nicholas T Franklin et al.   eLife

Behavioral Variability through Stochastic Choice and Its Gating by Anterior Cingulate Cortex

(2014) Dougal G.R. Tervo et al.   CELL

Anterior cingulate engagement in a foraging context reflects choice difficulty, not foraging value

(2014) Amitai Shenhav et al.   NATURE NEUROSCIENCE

Orbitofrontal Cortex as a Cognitive Map of Task Space

(2014) Robert C. Wilson et al.   NEURON

Functionally Dissociable Influences on Learning Rate in a Dynamic Environment

(2014) Joseph T. McGuire et al.   NEURON

Context-dependent computation by recurrent dynamics in prefrontal cortex

(2013) Valerio Mante et al.   NATURE

The effects of neural gain on attention and learning

(2013) Eran Eldar et al.   NATURE NEUROSCIENCE

The Expected Value of Control: An Integrative Theory of Anterior Cingulate Cortex Function

(2013) Amitai Shenhav et al.   NEURON

Dissociable effects of surprise and model update in parietal and anterior cingulate cortex

(2013) J. X. O'Reilly et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Network Resets in Medial Prefrontal Cortex Mark the Onset of Behavioral Uncertainty

(2012) M. P. Karlsson et al.   SCIENCE

Orbitofrontal Cortex Supports Behavior and Learning Using Inferred But Not Cached Values

(2012) J. L. Jones et al.   SCIENCE

Neuronal basis of sequential foraging decisions in a patchy environment

(2011) Benjamin Y Hayden et al.   NATURE NEUROSCIENCE

Pupil dilation signals surprise: evidence for noradrenaline’s role in decision making

(2011) Kerstin Preuschoff   Frontiers in Neuroscience

Pupil Diameter Predicts Changes in the Exploration–Exploitation Trade-off: Evidence for the Adaptive Gain Theory

(2010) Marieke Jepma et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

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

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

Separate value comparison and learning mechanisms in macaque medial and lateral orbitofrontal cortex

(2010) M. P. Noonan et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA