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Brain dynamics for confidence-weighted learning

PLoS computational biology, 2020-06, Vol.16 (6), p.e1007935-e1007935

2020

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The Neural Representation of Sequences: From Transition Probabilities to Algebraic Patterns and Linguistic Trees

Neuron (Cambridge, Mass.), 2015-10, Vol.88 (1), p.2-19

2015

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Confidence as Bayesian Probability: From Neural Origins to Behavior

Neuron (Cambridge, Mass.), 2015-10, Vol.88 (1), p.78-92

2015

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Confidence resets reveal hierarchical adaptive learning in humans

PLoS computational biology, 2019-04, Vol.15 (4), p.e1006972-e1006972

2019

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Brain signatures of a multiscale process of sequence learning in humans

eLife, 2019-02, Vol.8

2019

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Bifurcation in brain dynamics reveals a signature of conscious processing independent of report

Nature communications, 2021-02, Vol.12 (1), p.1149-1149, Article 1149

2021

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Human Inferences about Sequences: A Minimal Transition Probability Model

PLoS computational biology, 2016-12, Vol.12 (12), p.e1005260-e1005260

2016

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The Sense of Confidence during Probabilistic Learning: A Normative Account

PLoS computational biology, 2015-06, Vol.11 (6), p.e1004305-e1004305

2015

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Gated recurrence enables simple and accurate sequence prediction in stochastic, changing, and structured environments

eLife, 2021-12, Vol.10

2021

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A characterization of the neural representation of confidence during probabilistic learning

NeuroImage (Orlando, Fla.), 2023-03, Vol.268, p.119849-119849, Article 119849

2023

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Resource-rational account of sequential effects in human prediction

eLife, 2024-01, Vol.13

2024

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Large-scale dynamics of perceptual decision information across human cortex

Nature communications, 2020-10, Vol.11 (1), p.5109-5109, Article 5109

2020

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A specific role for serotonin in overcoming effort cost

eLife, 2016-11, Vol.5

2016

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Fact boxes that inform individual decisions may contribute to a more positive evaluation of COVID-19 vaccinations at the population level

PloS one, 2022-09, Vol.17 (9), p.e0274186-e0274186

2022

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Neurocomputational account of how the human brain decides when to have a break

Proceedings of the National Academy of Sciences - PNAS, 2013-02, Vol.110 (7), p.2641-2646

2013

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Intolerance of uncertainty fuels depressive symptoms through rumination: Cross-sectional and longitudinal studies

PloS one, 2019-11, Vol.14 (11), p.e0224865-e0224865

2019

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A theory of memory for binary sequences: Evidence for a mental compression algorithm in humans

PLoS computational biology, 2021-01, Vol.17 (1), p.e1008598-e1008598

2021

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Brainstem fMRI signaling of surprise across different types of deviant stimuli

Cell reports (Cambridge), 2023-11, Vol.42 (11), p.113405-113405, Article 113405

2023

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Event-Related Potential, Time-frequency, and Functional Connectivity Facets of Local and Global Auditory Novelty Processing: An Intracranial Study in Humans

Cerebral cortex (New York, N.Y. 1991), 2015-11, Vol.25 (11), p.4203-4212

2015

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Comparison of SMS-EPI and 3D-EPI at 7T in an fMRI localizer study with matched spatiotemporal resolution and homogenized excitation profiles

PloS one, 2019-11, Vol.14 (11), p.e0225286-e0225286

2019

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Brain networks for confidence weighting and hierarchical inference during probabilistic learning

Proceedings of the National Academy of Sciences - PNAS, 2017-05, Vol.114 (19), p.E3859-E3868

2017

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How the brain decides when to work and when to rest: dissociation of implicit-reactive from explicit-predictive computational processes

PLoS computational biology, 2014-04, Vol.10 (4), p.e1003584-e1003584

2014

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Biases and Variability from Costly Bayesian Inference

Entropy (Basel, Switzerland), 2021-05, Vol.23 (5), p.603

2021

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P589. Psychotic Features Impact Perception Rather Than Learning

Biological psychiatry (1969), 2022-05, Vol.91 (9), p.S328-S328

2022

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Fast and automatic activation of an abstract representation of money in the human ventral visual pathway

PloS one, 2011-11, Vol.6 (11), p.e28229-e28229

2011

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Brain dynamics for confidence-weighted learning

The Neural Representation of Sequences: From Transition Probabilities to Algebraic Patterns and Linguistic Trees

Confidence as Bayesian Probability: From Neural Origins to Behavior

Confidence resets reveal hierarchical adaptive learning in humans

Brain signatures of a multiscale process of sequence learning in humans

Bifurcation in brain dynamics reveals a signature of conscious processing independent of report

Human Inferences about Sequences: A Minimal Transition Probability Model

The Sense of Confidence during Probabilistic Learning: A Normative Account

Gated recurrence enables simple and accurate sequence prediction in stochastic, changing, and structured environments

A characterization of the neural representation of confidence during probabilistic learning

Resource-rational account of sequential effects in human prediction

Large-scale dynamics of perceptual decision information across human cortex

A specific role for serotonin in overcoming effort cost

Fact boxes that inform individual decisions may contribute to a more positive evaluation of COVID-19 vaccinations at the population level

Neurocomputational account of how the human brain decides when to have a break

Intolerance of uncertainty fuels depressive symptoms through rumination: Cross-sectional and longitudinal studies

A theory of memory for binary sequences: Evidence for a mental compression algorithm in humans

Brainstem fMRI signaling of surprise across different types of deviant stimuli

Event-Related Potential, Time-frequency, and Functional Connectivity Facets of Local and Global Auditory Novelty Processing: An Intracranial Study in Humans

Comparison of SMS-EPI and 3D-EPI at 7T in an fMRI localizer study with matched spatiotemporal resolution and homogenized excitation profiles

Brain networks for confidence weighting and hierarchical inference during probabilistic learning

How the brain decides when to work and when to rest: dissociation of implicit-reactive from explicit-predictive computational processes

Biases and Variability from Costly Bayesian Inference

P589. Psychotic Features Impact Perception Rather Than Learning

Fast and automatic activation of an abstract representation of money in the human ventral visual pathway

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