How pupil responses track value-based decision-making during and after reinforcement learning
Published 2018 View Full Article
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Title
How pupil responses track value-based decision-making during and after reinforcement learning
Authors
Keywords
Decision making, Learning, Cognition, Human learning, Permutation, Eye movements, Attention, Dopamine
Journal
PLoS Computational Biology
Volume 14, Issue 11, Pages e1006632
Publisher
Public Library of Science (PLoS)
Online
2018-12-01
DOI
10.1371/journal.pcbi.1006632
References
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Note: Only part of the references are listed.- A Selective Role for Dopamine in Learning to Maximize Reward But Not to Minimize Effort: Evidence from Patients with Parkinson's Disease
- (2017) Vasilisa Skvortsova et al. JOURNAL OF NEUROSCIENCE
- Stan: A Probabilistic Programming Language
- (2017) Bob Carpenter et al. Journal of Statistical Software
- Individual differences in eye blink rate predict both transient and tonic pupil responses during reversal learning
- (2017) Joanne C. Van Slooten et al. PLoS One
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- (2017) Anne E. Urai et al. Nature Communications
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- (2017) Yang Liu et al. Cell Reports
- Dynamic modulation of decision biases by brainstem arousal systems
- (2017) Jan Willem de Gee et al. eLife
- Orbitofrontal Cortex Value Signals Depend on Fixation Location during Free Viewing
- (2016) Vincent B. McGinty et al. NEURON
- Relationships between Pupil Diameter and Neuronal Activity in the Locus Coeruleus, Colliculi, and Cingulate Cortex
- (2016) Siddhartha Joshi et al. NEURON
- Modelling ADHD: A review of ADHD theories through their predictions for computational models of decision-making and reinforcement learning
- (2016) Sigurd Ziegler et al. NEUROSCIENCE AND BIOBEHAVIORAL REVIEWS
- Pupil fluctuations track rapid changes in adrenergic and cholinergic activity in cortex
- (2016) Jacob Reimer et al. Nature Communications
- Cognitive and Ocular Factors Jointly Determine Pupil Responses under Equiluminance
- (2016) Tomas Knapen et al. PLoS One
- A circuit for pupil orienting responses: implications for cognitive modulation of pupil size
- (2015) Chin-An Wang et al. CURRENT OPINION IN NEUROBIOLOGY
- Pupil size reveals preparatory processes in the generation of pro-saccades and anti-saccades
- (2015) Chin-An Wang et al. EUROPEAN JOURNAL OF NEUROSCIENCE
- Distinct Contributions of Ventromedial and Dorsolateral Subregions of the Human Substantia Nigra to Appetitive and Aversive Learning
- (2015) W. M. Pauli et al. JOURNAL OF NEUROSCIENCE
- Noradrenaline and Dopamine Neurons in the Reward/Effort Trade-Off: A Direct Electrophysiological Comparison in Behaving Monkeys
- (2015) C. Varazzani et al. JOURNAL OF NEUROSCIENCE
- Anxious individuals have difficulty learning the causal statistics of aversive environments
- (2015) Michael Browning et al. NATURE NEUROSCIENCE
- Relating Pupil Dilation and Metacognitive Confidence during Auditory Decision-Making
- (2015) Karolina M. Lempert et al. PLoS One
- Transient Pupil Response Is Modulated by Contrast-Based Saliency
- (2014) C.-A. Wang et al. JOURNAL OF NEUROSCIENCE
- Pupil size signals mental effort deployed during multiple object tracking and predicts brain activity in the dorsal attention network and the locus coeruleus
- (2014) D. Alnaes et al. JOURNAL OF VISION
- Pupil Dilation Dynamics Track Attention to High-Level Information
- (2014) Olivia E. Kang et al. PLoS One
- Decision-related pupil dilation reflects upcoming choice and individual bias
- (2014) Jan Willem de Gee et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- MEG and EEG data analysis with MNE-Python
- (2014) Alexandre Gramfort Frontiers in Neuroscience
- MNE software for processing MEG and EEG data
- (2013) Alexandre Gramfort et al. NEUROIMAGE
- 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
- Evidence for Model-based Computations in the Human Amygdala during Pavlovian Conditioning
- (2013) Charlotte Prévost et al. PLoS Computational Biology
- HDDM: Hierarchical Bayesian estimation of the Drift-Diffusion Model in Python
- (2013) Thomas V. Wiecki et al. Frontiers in Neuroinformatics
- Dopamine and performance in a reinforcement learning task: evidence from Parkinson’s disease
- (2012) Tamara Shiner et al. BRAIN
- Neural Prediction Errors Reveal a Risk-Sensitive Reinforcement-Learning Process in the Human Brain
- (2012) Y. Niv et al. JOURNAL OF NEUROSCIENCE
- Rational regulation of learning dynamics by pupil-linked arousal systems
- (2012) Matthew R Nassar et al. NATURE NEUROSCIENCE
- Pupil dilation deconvolution reveals the dynamics of attention at high temporal resolution
- (2012) S. M. Wierda et al. PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Complementary neural correlates of motivation in dopaminergic and noradrenergic neurons of monkeys
- (2012) Sebastien Bouret et al. Frontiers in Behavioral Neuroscience
- Dopamine-Mediated Reinforcement Learning Signals in the Striatum and Ventromedial Prefrontal Cortex Underlie Value-Based Choices
- (2011) G. Jocham et al. JOURNAL OF NEUROSCIENCE
- Subthalamic nucleus stimulation reverses mediofrontal influence over decision threshold
- (2011) James F Cavanagh et al. NATURE NEUROSCIENCE
- Neurocognitive Function in Dopamine-β-Hydroxylase Deficiency
- (2011) Marieke Jepma et al. NEUROPSYCHOPHARMACOLOGY
- Pupillometric Evidence for the Decoupling of Attention from Perceptual Input during Offline Thought
- (2011) Jonathan Smallwood et al. PLoS One
- Understanding dopamine and reinforcement learning: The dopamine reward prediction error hypothesis
- (2011) P. W. Glimcher PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
- Pupillometry and P3 index the locus coeruleus-noradrenergic arousal function in humans
- (2011) Peter R. Murphy et al. PSYCHOPHYSIOLOGY
- Pupil dilation signals surprise: evidence for noradrenaline’s role in decision making
- (2011) Kerstin Preuschoff Frontiers in Neuroscience
- Pupil diameter tracks changes in control state predicted by the adaptive gain theory of locus coeruleus function
- (2010) Mark S. Gilzenrat et al. COGNITIVE AFFECTIVE & BEHAVIORAL NEUROSCIENCE
- Analyzing the pupil response due to increased cognitive demand: An independent component analysis study
- (2010) S. Jainta et al. INTERNATIONAL JOURNAL OF PSYCHOPHYSIOLOGY
- How cognitive modeling can benefit from hierarchical Bayesian models
- (2010) Michael D. Lee JOURNAL OF MATHEMATICAL PSYCHOLOGY
- 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
- Visual fixations and the computation and comparison of value in simple choice
- (2010) Ian Krajbich et al. NATURE NEUROSCIENCE
- Bayesian parameter estimation in the Expectancy Valence model of the Iowa gambling task
- (2009) Ruud Wetzels et al. JOURNAL OF MATHEMATICAL PSYCHOLOGY
- Dopamine DRD2 Polymorphism Alters Reversal Learning and Associated Neural Activity
- (2009) G. Jocham et al. JOURNAL OF NEUROSCIENCE
- Prefrontal and striatal dopaminergic genes predict individual differences in exploration and exploitation
- (2009) Michael J Frank et al. NATURE NEUROSCIENCE
- The locus coeruleus and noradrenergic modulation of cognition
- (2009) Susan J. Sara NATURE REVIEWS NEUROSCIENCE
- Dorsal Striatal–midbrain Connectivity in Humans Predicts How Reinforcements Are Used to Guide Decisions
- (2008) Thorsten Kahnt et al. JOURNAL OF COGNITIVE NEUROSCIENCE
- The Neural Mechanisms Underlying the Influence of Pavlovian Cues on Human Decision Making
- (2008) S. Bray et al. JOURNAL OF NEUROSCIENCE
- Dichotomous Dopaminergic Control of Striatal Synaptic Plasticity
- (2008) W. Shen et al. SCIENCE
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