Towards a neuroscience of active sampling and curiosity

Understanding active sampling strategies: Empirical approaches and implications for attention and decision research

(2018) Jacqueline Gottlieb   CORTEX

Induction and relief of curiosity elicit parietal and frontal activity

(2018) Lieke L. F. van Lieshout et al.   JOURNAL OF NEUROSCIENCE

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

(2018) R. Becket Ebitz et al.   NEURON

The neural encoding of information prediction errors during non-instrumental information seeking

(2018) Maja Brydevall et al.   Scientific Reports

Representations of naturalistic stimulus complexity in early and associative visual and auditory cortices

(2018) Yağmur Güçlütürk et al.   Scientific Reports

The Emerging Neuroscience of Intrinsic Motivation: A New Frontier in Self-Determination Research

(2017) Stefano I. Di Domenico et al.   Frontiers in Human Neuroscience

Asking better questions: How presentation formats influence information search.

(2017) Charley M. Wu et al.   JOURNAL OF EXPERIMENTAL PSYCHOLOGY-LEARNING MEMORY AND COGNITION

The free energy principle for action and perception: A mathematical review

(2017) Christopher L. Buckley et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Valence, Not Utility, Underlies Reward-Driven Prioritization in Human Vision

(2017) Ludwig Barbaro et al.   JOURNAL OF NEUROSCIENCE

Active Inference, Curiosity and Insight

(2017) Karl J. Friston et al.   NEURAL COMPUTATION

Active Inference: A Process Theory

(2017) Karl Friston et al.   NEURAL COMPUTATION

Dynamic Interaction between Reinforcement Learning and Attention in Multidimensional Environments

(2017) Yuan Chang Leong et al.   NEURON

Perceptual Decision Making in Rodents, Monkeys, and Humans

(2017) Timothy D. Hanks et al.   NEURON

Parietal neurons encode expected gains in instrumental information

(2017) Nicholas C. Foley et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Self-evaluation of decision-making: A general Bayesian framework for metacognitive computation.

(2017) Stephen M. Fleming et al.   PSYCHOLOGICAL REVIEW

Computational Complexity and Human Decision-Making

(2017) Peter Bossaerts et al.   TRENDS IN COGNITIVE SCIENCES

Neurocomputational mechanisms underlying subjective valuation of effort costs

(2017) Trevor T.-J. Chong et al.   PLOS BIOLOGY

A causal role for right frontopolar cortex in directed, but not random, exploration

(2017) Wojciech K Zajkowski et al.   eLife

Visual Decision-Making in an Uncertain and Dynamic World

(2017) Joshua I. Gold et al.   Annual Review of Vision Science

Confidence and certainty: distinct probabilistic quantities for different goals

(2016) Alexandre Pouget et al.   NATURE NEUROSCIENCE

Infants’ preferences for native speakers are associated with an expectation of information

(2016) Katarina Begus et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Intrinsically motivated oculomotor exploration guided by uncertainty reduction and conditioned reinforcement in non-human primates

(2016) Nabil Daddaoua et al.   Scientific Reports

Intrinsic Valuation of Information in Decision Making under Uncertainty

(2016) Daniel Bennett et al.   PLoS Computational Biology

The attention habit: how reward learning shapes attentional selection

(2015) Brian A. Anderson   Annals of the New York Academy of Sciences

Musical pleasure and reward: mechanisms and dysfunction

(2015) Robert J. Zatorre   Annals of the New York Academy of Sciences

Cortical Coupling Reflects Bayesian Belief Updating in the Deployment of Spatial Attention

(2015) Simone Vossel et al.   JOURNAL OF NEUROSCIENCE

Human representation of visuo-motor uncertainty as mixtures of orthogonal basis distributions

(2015) Hang Zhang et al.   NATURE NEUROSCIENCE

Neural Mechanisms of Incentive Salience in Naturalistic Human Vision

(2015) Clayton Hickey et al.   NEURON

The Psychology and Neuroscience of Curiosity

(2015) Celeste Kidd et al.   NEURON

Orbitofrontal Cortex Uses Distinct Codes for Different Choice Attributes in Decisions Motivated by Curiosity

(2015) Tommy C. Blanchard et al.   NEURON

Predictions and the brain: how musical sounds become rewarding

(2015) Valorie N. Salimpoor et al.   TRENDS IN COGNITIVE SCIENCES

Efficient saccade planning requires time and clear choices

(2015) Saiedeh Ghahghaei et al.   VISION RESEARCH

Eye movements reveal epistemic curiosity in human observers

(2015) Adrien Baranes et al.   VISION RESEARCH

Irrational choice and the value of information

(2015) Marco Vasconcelos et al.   Scientific Reports

Cortical Brain Activity Reflecting Attentional Biasing Toward Reward-Predicting Cues Covaries with Economic Decision-Making Performance

(2014) René San Martín et al.   CEREBRAL CORTEX

Modeling Task Control of Eye Movements

(2014) Mary Hayhoe et al.   CURRENT BIOLOGY

An information theory account of cognitive control

(2014) Jin Fan   Frontiers in Human Neuroscience

Novelty Enhances Visual Salience Independently of Reward in the Parietal Lobe

(2014) N. C. Foley et al.   JOURNAL OF NEUROSCIENCE

Attention, Reward, and Information Seeking

(2014) J. Gottlieb et al.   JOURNAL OF NEUROSCIENCE

States of Curiosity Modulate Hippocampus-Dependent Learning via the Dopaminergic Circuit

(2014) Matthias J. Gruber et al.   NEURON

Predicting human visuomotor behaviour in a driving task

(2014) L. Johnson et al.   PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES

Neural Correlates of Temporal Credit Assignment in the Parietal Lobe

(2014) Timothy M. Gersch et al.   PLoS One

The effects of task difficulty, novelty and the size of the search space on intrinsically motivated exploration

(2014) Adrien F. Baranes et al.   Frontiers in Neuroscience

Spatial Attention, Precision, and Bayesian Inference: A Study of Saccadic Response Speed

(2013) Simone Vossel et al.   CEREBRAL CORTEX

Attention as foraging for information and value

(2013) Sanjay G. Manohar et al.   Frontiers in Human Neuroscience

Information-seeking, curiosity, and attention: computational and neural mechanisms

(2013) Jacqueline Gottlieb et al.   TRENDS IN COGNITIVE SCIENCES

Neural Basis of Reinforcement Learning and Decision Making

(2012) Daeyeol Lee et al.   Annual Review of Neuroscience

The role of uncertainty and reward on eye movements in a virtual driving task

(2012) B. T. Sullivan et al.   JOURNAL OF VISION

Knowing how much you don't know: a neural organization of uncertainty estimates

(2012) Dominik R. Bach et al.   NATURE REVIEWS NEUROSCIENCE

Attention, Learning, and the Value of Information

(2012) Jacqueline Gottlieb   NEURON

Active learning of inverse models with intrinsically motivated goal exploration in robots

(2012) Adrien Baranes et al.   ROBOTICS AND AUTONOMOUS SYSTEMS

Scientific Thinking in Young Children: Theoretical Advances, Empirical Research, and Policy Implications

(2012) A. Gopnik   SCIENCE

Neural mechanisms underlying the induction and relief of perceptual curiosity

(2012) Marieke Jepma et al.   Frontiers in Behavioral Neuroscience

Human Visual Search Does Not Maximize the Post-Saccadic Probability of Identifying Targets

(2012) Camille Morvan et al.   PLoS Computational Biology

A tutorial on Bayesian nonparametric models

(2011) Samuel J. Gershman et al.   JOURNAL OF MATHEMATICAL PSYCHOLOGY

Eye guidance in natural vision: Reinterpreting salience

(2011) B. W. Tatler et al.   JOURNAL OF VISION

Model-Based Influences on Humans' Choices and Striatal Prediction Errors

(2011) Nathaniel D. Daw et al.   NEURON

Attention, Intention, and Priority in the Parietal Lobe

(2010) James W. Bisley et al.   Annual Review of Neuroscience

Reward Changes Salience in Human Vision via the Anterior Cingulate

(2010) C. Hickey et al.   JOURNAL OF NEUROSCIENCE

Visual fixations and the computation and comparison of value in simple choice

(2010) Ian Krajbich et al.   NATURE NEUROSCIENCE

Reward Guides Vision when It's Your Thing: Trait Reward-Seeking in Reward-Mediated Visual Priming

(2010) Clayton Hickey et al.   PLoS One

Roles of familiarity and novelty in visual preference judgments are segregated across object categories

(2010) J. Park et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Associative processes in intuitive judgment

(2010) Carey K. Morewedge et al.   TRENDS IN COGNITIVE SCIENCES

Reward Modulates Attention Independently of Action Value in Posterior Parietal Cortex

(2009) C. J. Peck et al.   JOURNAL OF NEUROSCIENCE

Midbrain Dopamine Neurons Signal Preference for Advance Information about Upcoming Rewards

(2009) Ethan S. Bromberg-Martin et al.   NEURON

The Neurobiology of Decision: Consensus and Controversy

(2009) Joseph W. Kable et al.   NEURON

The Normalization Model of Attention

(2009) John H. Reynolds et al.   NEURON

A Neural Correlate of Motivational Conflict in the Superior Colliculus of the Macaque

(2008) Masaki Isoda et al.   JOURNAL OF NEUROPHYSIOLOGY

Eye movement statistics in humans are consistent with an optimal search strategy

(2008) Jiri Najemnik et al.   JOURNAL OF VISION

The prefrontal cortex and the executive control of attention

(2008) Andrew F. Rossi et al.   EXPERIMENTAL BRAIN RESEARCH