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Modeling subjective belief states in computational psychiatry: interoceptive inference as a candidate framework

Psychopharmacology, 2019-08, Vol.236 (8), p.2405-2412

2019

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Active Inference, Evidence Accumulation, and the Urn Task

Neural computation, 2015-02, Vol.27 (2), p.306-328

2015

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Revealing a brain network endophenotype in families with idiopathic generalised epilepsy

PloS one, 2014-10, Vol.9 (10), p.e110136-e110136

2014

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Action-specific value signals in reward-related regions of the human brain

The Journal of neuroscience, 2012-11, Vol.32 (46), p.16417-16423

2012

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Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions

PLoS computational biology, 2017-05, Vol.13 (5), p.e1005418-e1005418

2017

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Widespread age-related differences in the human brain microstructure revealed by quantitative magnetic resonance imaging

Neurobiology of aging, 2014-08, Vol.35 (8), p.1862-1872

2014

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Transcranial direct current stimulation of right dorsolateral prefrontal cortex does not affect model-based or model-free reinforcement learning in humans

PloS one, 2014-01, Vol.9 (1), p.e86850-e86850

2014

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The Role of Human Orbitofrontal Cortex in Value Comparison for Incommensurable Objects

The Journal of neuroscience, 2009-07, Vol.29 (26), p.8388-8395

2009

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Neural signals encoding shifts in beliefs

NeuroImage (Orlando, Fla.), 2016-01, Vol.125, p.578-586

2016

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Disruption of Dorsolateral Prefrontal Cortex Decreases Model-Based in Favor of Model-free Control in Humans

Neuron (Cambridge, Mass.), 2013-11, Vol.80 (4), p.914-919

2013

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Computational mechanisms of curiosity and goal-directed exploration

eLife, 2019-05, Vol.8

2019

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Evidence for surprise minimization over value maximization in choice behavior

Scientific reports, 2015-11, Vol.5 (1), p.16575-16575, Article 16575

2015

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Model averaging, optimal inference, and habit formation

Frontiers in human neuroscience, 2014-06, Vol.8, p.457-457

2014

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Reward-related activity in ventral striatum is action contingent and modulated by behavioral relevance

The Journal of neuroscience, 2014-01, Vol.34 (4), p.1271-1279

2014

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Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation

NeuroImage (Orlando, Fla.), 2015-02, Vol.107, p.219-228

2015

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The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

Cerebral cortex (New York, N.Y. 1991), 2015-10, Vol.25 (10), p.3434-3445

2015

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Cross-modal effects of value on perceptual acuity and stimulus encoding

Proceedings of the National Academy of Sciences - PNAS, 2014-10, Vol.111 (42), p.15244-15249

2014

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Working memory and anticipatory set modulate midbrain and putamen activity

The Journal of neuroscience, 2013-08, Vol.33 (35), p.14040-14047

2013

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Cross-frequency coupling within and between the human thalamus and neocortex

Frontiers in human neuroscience, 2013-03, Vol.7, p.84-84

2013

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Characterizing aging in the human brainstem using quantitative multimodal MRI analysis

Frontiers in human neuroscience, 2013-08, Vol.7, p.462-462

2013

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Interoceptive inference: homeostasis and decision-making

Trends in cognitive sciences, 2014-06, Vol.18 (6), p.269-270

2014

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Characterising reward outcome signals in sensory cortex

NeuroImage (Orlando, Fla.), 2013-12, Vol.83, p.329-334

2013

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Approach-avoidance processes contribute to dissociable impacts of risk and loss on choice

The Journal of neuroscience, 2012-05, Vol.32 (20), p.7009-7020

2012

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Optimal inference with suboptimal models: Addiction and active Bayesian inference

Medical hypotheses, 2015-02, Vol.84 (2), p.109-117

2015

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Dopaminergic basis for signaling belief updates, but not surprise, and the link to paranoia

Proceedings of the National Academy of Sciences - PNAS, 2018-10, Vol.115 (43), p.E10167-E10176

2018

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Modeling subjective belief states in computational psychiatry: interoceptive inference as a candidate framework

Active Inference, Evidence Accumulation, and the Urn Task

Revealing a brain network endophenotype in families with idiopathic generalised epilepsy

Action-specific value signals in reward-related regions of the human brain

Sequential inference as a mode of cognition and its correlates in fronto-parietal and hippocampal brain regions

Widespread age-related differences in the human brain microstructure revealed by quantitative magnetic resonance imaging

Transcranial direct current stimulation of right dorsolateral prefrontal cortex does not affect model-based or model-free reinforcement learning in humans

The Role of Human Orbitofrontal Cortex in Value Comparison for Incommensurable Objects

Neural signals encoding shifts in beliefs

Disruption of Dorsolateral Prefrontal Cortex Decreases Model-Based in Favor of Model-free Control in Humans

Computational mechanisms of curiosity and goal-directed exploration

Evidence for surprise minimization over value maximization in choice behavior

Model averaging, optimal inference, and habit formation

Reward-related activity in ventral striatum is action contingent and modulated by behavioral relevance

Precision and neuronal dynamics in the human posterior parietal cortex during evidence accumulation

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

Cross-modal effects of value on perceptual acuity and stimulus encoding

Working memory and anticipatory set modulate midbrain and putamen activity

Cross-frequency coupling within and between the human thalamus and neocortex

Characterizing aging in the human brainstem using quantitative multimodal MRI analysis

Interoceptive inference: homeostasis and decision-making

Characterising reward outcome signals in sensory cortex

Approach-avoidance processes contribute to dissociable impacts of risk and loss on choice

Optimal inference with suboptimal models: Addiction and active Bayesian inference

Dopaminergic basis for signaling belief updates, but not surprise, and the link to paranoia

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