Uncertainty, neuromodulation, and attention, Neuron, vol.46, p.15944135, 2005. ,
Learning the value of information in an uncertain world, Nat Neurosci, vol.10, p.17676057, 2007. ,
Sequential effects: Superstition or rational behavior?, Adv Neural Inf Process Syst, vol.21, p.26412953, 2008. ,
A bayesian foundation for individual learning under uncertainty, Front Hum Neurosci, vol.5, p.21629826, 2011. ,
An Approximately Bayesian Delta-Rule Model Explains the Dynamics of Belief Updating in a Changing Environment, J Neurosci, vol.30, p.20844132, 2010. ,
Adaptive learning and decision-making under uncertainty by metaplastic synapses guided by a surprise detection system, eLife, vol.5, p.27504806, 2016. ,
Functionally Dissociable Influences on Learning Rate in a Dynamic Environment, Neuron, vol.84, p.25459409, 2014. ,
The Sense of Confidence during Probabilistic Learning: A Normative Account, PLoS Comput Biol, vol.11, p.26076466, 2015. ,
URL : https://hal.archives-ouvertes.fr/inserm-02141610
Unexpected Uncertainty, and Estimation Uncertainty: Bayesian Learning in Unstable Settings, PLoS Comput Biol, vol.7, p.21283774, 2011. ,
Hierarchical prediction errors in midbrain and basal forebrain during sensory learning, Neuron, vol.80, p.24139048, 2013. ,
Adults with autism overestimate the volatility of the sensory environment, Nat Neurosci, vol.20, p.28758996, 2017. ,
Pavlovian conditioning-induced hallucinations result from overweighting of perceptual priors, Science, vol.357, p.28798131, 2017. ,
A control theoretic model of adaptive behavior in dynamic environments, 2017. ,
Change-point detection without needing to detect change-points? bioRxiv, vol.077719, 2016. ,
Gain Adaptation Beats Least Squares?, Proceedings of the 7th Yale Workshop on Adaptive and Learning Systems, pp.161-166, 1992. ,
Choice variability and suboptimality in uncertain environments, Curr Opin Behav Sci, vol.11, pp.109-115, 2016. ,
Encoding of Stimulus Probability in Macaque Inferior Temporal Cortex, Curr Biol, vol.26, p.27524483, 2016. ,
Metaplasticity as a Neural Substrate for Adaptive Learning and Choice under Uncertainty, Neuron, vol.94, p.28426971, 2017. ,
A theory of Pavlovian conditioning: Variations in the effectiveness of reinforcement and nonreinforcement, Classical conditioning II: Current research and theory, pp.64-99, 1972. ,
How to grow a mind: statistics, structure, and abstraction, Science, vol.331, p.21393536, 2011. ,
Hierarchical models in the brain, PLoS Comput Biol, vol.4, p.18989391, 2008. ,
Hierarchical Bayesian inference in the visual cortex, J Opt Soc Am A Opt Image Sci Vis, vol.20, p.12868647, 2003. ,
Optimal structure of metaplasticity for adaptive learning, PLoS Comput Biol, vol.13, p.28658247, 2017. ,
Brain networks for confidence weighting and hierarchical inference during probabilistic learning, Proc Natl Acad Sci, p.28439014, 2017. ,
Confidence and psychosis: a neuro-computational account of contingency learning disruption by NMDA blockade, Mol Psychiatry, vol.21, p.26055423, 2016. ,
Perceptual Classification in a Rapidly Changing Environment, Neuron, vol.71, p.21867887, 2011. ,
The perception of probability, Psychol Rev, vol.121, p.24490790, 2014. ,
The Role of Frontal Cortical and Medial-Temporal Lobe Brain Areas in Learning a Bayesian Prior Belief on Reversals, J Neurosci Off J Soc Neurosci, vol.35, p.26290251, 2015. ,
Confidence as Bayesian Probability: From Neural Origins to Behavior, Neuron, vol.88, p.26447574, 2015. ,
Forgetful Bayes and myopic planning: Human learning and decision-making in a bandit setting, Advances in Neural Information Processing Systems 26, pp.2607-2615, 2013. ,
Decision Making as a Window on Cognition, Neuron, vol.80, p.24183028, 2013. ,
Human Inferences about Sequences: A Minimal Transition Probability Model, PLoS Comput Biol, vol.12, p.28030543, 2016. ,
URL : https://hal.archives-ouvertes.fr/inserm-02143083
On-line confidence monitoring during decision making, Cognition, vol.171, p.29128659, 2017. ,
A computational framework for the study of confidence in humans and animals, Philos Trans R Soc B Biol Sci, vol.367, p.22492750, 2012. ,
Neural correlates, computation and behavioural impact of decision confidence, Nature, vol.455, p.18690210, 2008. ,
Choice Certainty Is Informed by Both Evidence and Decision Time, Neuron, vol.84, p.25521381, 2014. ,
Normative evidence accumulation in unpredictable environments, eLife, vol.4, p.26322383, 2015. ,
The calibration and resolution of confidence in perceptual judgments, Percept Psychophys, vol.55, p.8036121, 1994. ,
A signal detection theoretic approach for estimating metacognitive sensitivity from confidence ratings, Conscious Cogn, vol.21, p.22071269, 2012. ,
The construction of confidence in a perceptual decision, Front Integr Neurosci, vol.6, p.23049504, 2012. ,
Bayesian Data Analysis, Third Edition, 2013. ,
Bayesian model selection for group studies, NeuroImage, vol.46, p.19306932, 2009. ,
The Importance of Falsification in Computational Cognitive Modeling, Trends Cogn Sci, vol.21, p.28476348, 2017. ,
Computational noise in reward-guided learning drives behavioral variability in volatile environments, bioRxiv, vol.439885, 2018. ,
Network reset: a simplified overarching theory of locus coeruleus noradrenaline function, Trends Neurosci, vol.28, p.16165227, 2005. ,
URL : https://hal.archives-ouvertes.fr/hal-00088131
Decision making, the P3, and the locus coeruleus-norepinephrine system, Psychol Bull, vol.131, p.16060800, 2005. ,
Layer-and area-specific actions of norepinephrine on cortical synaptic transmission, Brain Res, vol.1641, p.26820639, 2016. ,
Short-and long-lasting consequences of novelty, deviance and surprise on brain and cognition, Neurosci Biobehav Rev, vol.55, p.25976634, 2015. ,
Mice take calculated risks, Proc Natl Acad Sci, vol.109, p.22592792, 2012. ,
Neural representations of events arise from temporal community structure, Nat Neurosci, vol.16, p.23416451, 2013. ,
Probabilistic brains: knowns and unknowns, Nat Neurosci, vol.16, p.23955561, 2013. ,
Toward the neural implementation of structure learning, Curr Opin Neurobiol, vol.37, p.26874471, 2016. ,
Neural Mechanisms of Hierarchical Planning in a Virtual Subway Network, Neuron, vol.90, pp.893-903, 2016. ,
Model-Based Influences on Humans' Choices and Striatal Prediction Errors, Neuron, vol.69, p.21435563, 2011. ,
Bonsai Trees in Your Head: How the Pavlovian System Sculpts Goal-Directed Choices by Pruning Decision Trees, PLoS Comput Biol, vol.8, p.22412360, 2012. ,
Adaptive integration of habits into depth-limited planning defines a habitual-goal-directed spectrum, Proc Natl Acad Sci U S A, p.27791110, 2016. ,
Mapping value based planning and extensively trained choice in the human brain, Nat Neurosci, vol.15, p.22406551, 2012. ,
The Architecture of Cognitive Control in the Human Prefrontal Cortex, Science, vol.302, p.14615530, 2003. ,
Hierarchical decision processes that operate over distinct timescales underlie choice and changes in strategy, Proc Natl Acad Sci, vol.113, p.27432960, 2016. ,
Human EEG Uncovers Latent Generalizable Rule Structure during Learning, J Neurosci, vol.34, p.24672013, 2014. ,
Neural signature of hierarchically structured expectations predicts clustering and transfer of rule sets in reinforcement learning, Cognition, vol.152, p.27082659, 2016. ,
Confidence modulates exploration and exploitation in value-based learning, vol.236026, 2017. ,
The idiosyncratic nature of confidence, Nat Hum Behav, vol.1, p.29152591, 2017. ,
Metacognition in human decision-making: confidence and error monitoring, Philos Trans R Soc B Biol Sci, vol.367, p.22492749, 2012. ,