Dissociating neural learning signals in human sign- and goal-trackers

Neural correlates of instrumental responding in the context of alcohol-related cues index disorder severity and relapse risk

(2018) Daniel J. Schad et al.   EUROPEAN ARCHIVES OF PSYCHIATRY AND CLINICAL NEUROSCIENCE

Representation of Semantic Similarity in the Left Intraparietal Sulcus: Functional Magnetic Resonance Imaging Evidence

(2017) Veerle Neyens et al.   Frontiers in Human Neuroscience

Don't Think, Just Feel the Music: Individuals with Strong Pavlovian-to-Instrumental Transfer Effects Rely Less on Model-based Reinforcement Learning

(2016) Miriam Sebold et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

The Attraction Effect Modulates Reward Prediction Errors and Intertemporal Choices

(2016) Sebastian Gluth et al.   JOURNAL OF NEUROSCIENCE

Pavlovian-to-instrumental transfer effects in the nucleus accumbens relate to relapse in alcohol dependence

(2015) Maria Garbusow et al.   ADDICTION BIOLOGY

Neural Mechanisms of Incentive Salience in Naturalistic Human Vision

(2015) Clayton Hickey et al.   NEURON

Ventral striatal dopamine reflects behavioral and neural signatures of model-based control during sequential decision making

(2015) Lorenz Deserno et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Individual differences in the influence of task-irrelevant Pavlovian cues on human behavior

(2015) Sara Garofalo et al.   Frontiers in Behavioral Neuroscience

Is Model Fitting Necessary for Model-Based fMRI?

(2015) Robert C. Wilson et al.   PLoS Computational Biology

Sign Tracking, but Not Goal Tracking, is Resistant to Outcome Devaluation

(2015) Sara E. Morrison et al.   Frontiers in Neuroscience

Model-based and model-free Pavlovian reward learning: Revaluation, revision, and revelation

(2014) Peter Dayan et al.   COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE

Devaluation and sequential decisions: linking goal-directed and model-based behavior

(2014) Eva Friedel et al.   Frontiers in Human Neuroscience

Pavlovian-to-Instrumental Transfer in Alcohol Dependence: A Pilot Study

(2014) Maria Garbusow et al.   NEUROPSYCHOBIOLOGY

Individual Variation in the Motivational and Neurobiological Effects of an Opioid Cue

(2014) Lindsay M Yager et al.   NEUROPSYCHOPHARMACOLOGY

Modelling Individual Differences in the Form of Pavlovian Conditioned Approach Responses: A Dual Learning Systems Approach with Factored Representations

(2014) Florian Lesaint et al.   PLoS Computational Biology

Aversive Pavlovian Control of Instrumental Behavior in Humans

(2013) Dirk E. M. Geurts et al.   JOURNAL OF COGNITIVE NEUROSCIENCE

Reward Prediction Error Signal Enhanced by Striatum-Amygdala Interaction Explains the Acceleration of Probabilistic Reward Learning by Emotion

(2013) N. Watanabe et al.   JOURNAL OF NEUROSCIENCE

A causal link between prediction errors, dopamine neurons and learning

(2013) Elizabeth E Steinberg et al.   NATURE NEUROSCIENCE

Hierarchical Prediction Errors in Midbrain and Basal Forebrain during Sensory Learning

(2013) Sandra Iglesias et al.   NEURON

Individual variation in resisting temptation: Implications for addiction

(2013) Benjamin T. Saunders et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

Prediction error in reinforcement learning: A meta-analysis of neuroimaging studies

(2013) Jane Garrison et al.   NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS

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

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

Reward creates oculomotor salience

(2012) Clayton Hickey et al.   CURRENT BIOLOGY

Rational regulation of learning dynamics by pupil-linked arousal systems

(2012) Matthew R Nassar et al.   NATURE NEUROSCIENCE

Attention, Learning, and the Value of Information

(2012) Jacqueline Gottlieb   NEURON

A food predictive cue must be attributed with incentive salience for it to induce c-fos mRNA expression in cortico-striatal-thalamic brain regions

(2011) S.B. Flagel et al.   NEUROSCIENCE

Disentangling the Roles of Approach, Activation and Valence in Instrumental and Pavlovian Responding

(2011) Quentin J. M. Huys et al.   PLoS Computational Biology

Nipype: A Flexible, Lightweight and Extensible Neuroimaging Data Processing Framework in Python

(2011) Krzysztof Gorgolewski et al.   Frontiers in Neuroinformatics

Testing the Reward Prediction Error Hypothesis with an Axiomatic Model

(2010) R. B. Rutledge et al.   JOURNAL OF NEUROSCIENCE

Reward Changes Salience in Human Vision via the Anterior Cingulate

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

A selective role for dopamine in stimulus–reward learning

(2010) Shelly B. Flagel et al.   NATURE

States versus Rewards: Dissociable Neural Prediction Error Signals Underlying Model-Based and Model-Free Reinforcement Learning

(2010) Jan Gläscher et al.   NEURON

Reward Modulates Attention Independently of Action Value in Posterior Parietal Cortex

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

Dissociating the Predictive and Incentive Motivational Properties of Reward-Related Cues Through the Study of Individual Differences

(2008) Terry E. Robinson et al.   BIOLOGICAL PSYCHIATRY