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Predictive representations can link model-based reinforcement learning to model-free mechanisms

PLoS computational biology, 2017-09, Vol.13 (9), p.e1005768-e1005768

2017

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Classifying different emotional states by means of EEG-based functional connectivity patterns

PloS one, 2014-04, Vol.9 (4), p.e95415-e95415

2014

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Controlling seizure propagation in large-scale brain networks

PLoS computational biology, 2019-02, Vol.15 (2), p.e1006805-e1006805

2019

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Embodied choice: how action influences perceptual decision making

PLoS computational biology, 2015-04, Vol.11 (4), p.e1004110-e1004110

2015

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The exploration-exploitation dilemma: a multidisciplinary framework

PloS one, 2014-04, Vol.9 (4), p.e95693-e95693

2014

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Human sensorimotor communication: a theory of signaling in online social interactions

PloS one, 2013-11, Vol.8 (11), p.e79876-e79876

2013

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Priming intelligent behavior: an elusive phenomenon

PloS one, 2013-04, Vol.8 (4), p.e56515-e56515

2013

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An optimal strategy for epilepsy surgery: Disruption of the rich-club?

PLoS computational biology, 2017-08, Vol.13 (8), p.e1005637-e1005637

2017

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A predictive coding account of bistable perception - a model-based fMRI study

PLoS computational biology, 2017-05, Vol.13 (5), p.e1005536-e1005536

2017

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Uncertainty-driven regulation of learning and exploration in adolescents: A computational account

PLoS computational biology, 2020-09, Vol.16 (9), p.e1008276-e1008276

2020

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A Common Mechanism Underlying Food Choice and Social Decisions

PLoS computational biology, 2015-10, Vol.11 (10), p.e1004371-e1004371

2015

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Computational phenotyping of brain-behavior dynamics underlying approach-avoidance conflict in major depressive disorder

PLoS computational biology, 2021-05, Vol.17 (5), p.e1008955-e1008955

2021

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Modeling of Large-Scale Functional Brain Networks Based on Structural Connectivity from DTI: Comparison with EEG Derived Phase Coupling Networks and Evaluation of Alternative Methods along the Modeling Path

PLoS computational biology, 2016-08, Vol.12 (8), p.e1005025-e1005025

2016

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Regularizing hyperparameters of interacting neural signals in the mouse cortex reflect states of arousal

PLoS computational biology, 2024-10, Vol.20 (10), p.e1012478

2024

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Dynamic change of global and local information processing in propofol-induced loss and recovery of consciousness

PLoS computational biology, 2013-10, Vol.9 (10), p.e1003271

2013

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Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task

PLoS computational biology, 2015-12, Vol.11 (12), p.e1004648-e1004648

2015

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Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics

PLoS computational biology, 2022-11, Vol.18 (11), p.e1010662-e1010662

2022

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Physical and cognitive effort discounting across different reward magnitudes: Tests of discounting models

PloS one, 2017-07, Vol.12 (7), p.e0182353-e0182353

2017

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Compositional clustering in task structure learning

PLoS computational biology, 2018-04, Vol.14 (4), p.e1006116-e1006116

2018

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A network convergence zone in the hippocampus

PLoS computational biology, 2014-12, Vol.10 (12), p.e1003982-e1003982

2014

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Disentangled deep generative models reveal coding principles of the human face processing network

PLoS computational biology, 2024-02, Vol.20 (2), p.e1011887-e1011887

2024

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Rhythmic modulation of prediction errors: A top-down gating role for the beta-range in speech processing

PLoS computational biology, 2023-11, Vol.19 (11), p.e1011595-e1011595

2023

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Testing predictive coding theories of autism spectrum disorder using models of active inference

PLoS computational biology, 2023-09, Vol.19 (9), p.e1011473-e1011473

2023

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Neural activity and fundamental learning, motivated by monetary loss and reward, are intact in mild to moderate major depressive disorder

PloS one, 2018-08, Vol.13 (8), p.e0201451-e0201451

2018

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Rational inattention and tonic dopamine

PLoS computational biology, 2021-03, Vol.17 (3), p.e1008659-e1008659

2021

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Predictive representations can link model-based reinforcement learning to model-free mechanisms

Classifying different emotional states by means of EEG-based functional connectivity patterns

Controlling seizure propagation in large-scale brain networks

Embodied choice: how action influences perceptual decision making

The exploration-exploitation dilemma: a multidisciplinary framework

Human sensorimotor communication: a theory of signaling in online social interactions

Priming intelligent behavior: an elusive phenomenon

An optimal strategy for epilepsy surgery: Disruption of the rich-club?

A predictive coding account of bistable perception - a model-based fMRI study

Uncertainty-driven regulation of learning and exploration in adolescents: A computational account

A Common Mechanism Underlying Food Choice and Social Decisions

Computational phenotyping of brain-behavior dynamics underlying approach-avoidance conflict in major depressive disorder

Modeling of Large-Scale Functional Brain Networks Based on Structural Connectivity from DTI: Comparison with EEG Derived Phase Coupling Networks and Evaluation of Alternative Methods along the Modeling Path

Regularizing hyperparameters of interacting neural signals in the mouse cortex reflect states of arousal

Dynamic change of global and local information processing in propofol-induced loss and recovery of consciousness

Simple Plans or Sophisticated Habits? State, Transition and Learning Interactions in the Two-Step Task

Strength-dependent perturbation of whole-brain model working in different regimes reveals the role of fluctuations in brain dynamics

Physical and cognitive effort discounting across different reward magnitudes: Tests of discounting models

Compositional clustering in task structure learning

A network convergence zone in the hippocampus

Disentangled deep generative models reveal coding principles of the human face processing network

Rhythmic modulation of prediction errors: A top-down gating role for the beta-range in speech processing

Testing predictive coding theories of autism spectrum disorder using models of active inference

Neural activity and fundamental learning, motivated by monetary loss and reward, are intact in mild to moderate major depressive disorder

Rational inattention and tonic dopamine

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