List of works - Christoph Mathys

A Bayesian foundation for individual learning under uncertainty ⬇️

scientific article published on May 2, 2011

A unifying Bayesian account of contextual effects in value-based choice

scientific article published on 5 October 2017

Aberrant computational mechanisms of social learning and decision-making in schizophrenia and borderline personality disorder

scientific article published on 30 September 2020

Action-perception mismatch in tone-deafness

scientific article

Active inference and epistemic value

scientific article published on 17 February 2015

Adults with autism overestimate the volatility of the sensory environment

scientific article

Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression

scientific article published on 15 November 2016

Attractor-like Dynamics in Belief Updating in Schizophrenia

scientific article published on 05 September 2018

Beliefs about bad people are volatile

scientific article published on 17 September 2018

Cholinergic stimulation enhances Bayesian belief updating in the deployment of spatial attention

scientific article

Computational approaches to psychiatry

scientific article published on 29 December 2013

Computations of uncertainty mediate acute stress responses in humans

scientific article published on 29 March 2016

Correction: A unifying Bayesian account of contextual effects in value-based choice

scientific article published on 02 October 2019

Corrigendum to 'Optimal inference with suboptimal models: Addiction and active Bayesian inference' [Med. Hypotheses 84 (2015) 109-117].

scientific article published on 7 March 2016

Cortical Coupling Reflects Bayesian Belief Updating in the Deployment of Spatial Attention

scientific article

Dynamic causal modelling revisited.

scientific article

Evidence for surprise minimization over value maximization in choice behavior

scientific article

Funktionelle und effektive Konnektivität

Hierarchical prediction errors in midbrain and basal forebrain during sensory learning

scientific article published in October 2013

Hierarchical prediction errors in midbrain and septum during social learning

scientific article

Human visual exploration reduces uncertainty about the sensed world

scientific article published on 5 January 2018

Inferring on the intentions of others by hierarchical Bayesian learning

scientific article

Ketamine Affects Prediction Errors about Statistical Regularities: A Computational Single-Trial Analysis of the Mismatch Negativity

scientific article published on 19 June 2020

Modeling subjective relevance in schizophrenia and its relation to aberrant salience

scientific article published on 10 August 2018

Moral dilemmas and trust in leaders during a global health crisis

scientific article published in July 2021

Non-invasive brain stimulation applied to Heschl's gyrus modulates pitch discrimination

scientific article

Optimal inference with suboptimal models: addiction and active Bayesian inference

scientific article published on 15 December 2014

Paranoia and belief updating during the COVID-19 crisis

scientific article published on 27 July 2021

Pavlovian conditioning-induced hallucinations result from overweighting of perceptual priors.

scientific article published on August 2017

Pharmacological Fingerprints of Contextual Uncertainty.

scientific article

Representational Uncertainty in the Brain During Threat Conditioning and the Link With Psychopathic Traits

article

Role of the medial prefrontal cortex in impaired decision making in juvenile attention-deficit/hyperactivity disorder

scientific article published in October 2014

Scene Construction, Visual Foraging, and Active Inference.

scientific article published on 14 June 2016

Spatial attention, precision, and Bayesian inference: a study of saccadic response speed

scientific article

TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry

publication published on 02 June 2021

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

scientific article

Uncertainty in perception and the Hierarchical Gaussian Filter

scientific article published on 19 November 2014

Updating beliefs beyond the here-and-now: the counter-factual self in anosognosia for hemiplegia

scientific article published on 21 May 2021

Variational Bayesian mixed-effects inference for classification studies

scientific article

Volatility Estimates Increase Choice Switching and Relate to Prefrontal Activity in Schizophrenia

scientific article published on 05 November 2019

List of works by Christoph Mathys

A Bayesian foundation for individual learning under uncertainty ⬇️

A unifying Bayesian account of contextual effects in value-based choice

Aberrant computational mechanisms of social learning and decision-making in schizophrenia and borderline personality disorder

Action-perception mismatch in tone-deafness

Active inference and epistemic value

Adults with autism overestimate the volatility of the sensory environment

Allostatic Self-efficacy: A Metacognitive Theory of Dyshomeostasis-Induced Fatigue and Depression

Attractor-like Dynamics in Belief Updating in Schizophrenia

Beliefs about bad people are volatile

Cholinergic stimulation enhances Bayesian belief updating in the deployment of spatial attention

Computational approaches to psychiatry

Computations of uncertainty mediate acute stress responses in humans

Correction: A unifying Bayesian account of contextual effects in value-based choice

Corrigendum to 'Optimal inference with suboptimal models: Addiction and active Bayesian inference' [Med. Hypotheses 84 (2015) 109-117].

Cortical Coupling Reflects Bayesian Belief Updating in the Deployment of Spatial Attention

Dynamic causal modelling revisited.

Evidence for surprise minimization over value maximization in choice behavior

Funktionelle und effektive Konnektivität

Hierarchical prediction errors in midbrain and basal forebrain during sensory learning

Hierarchical prediction errors in midbrain and septum during social learning

Human visual exploration reduces uncertainty about the sensed world

Inferring on the intentions of others by hierarchical Bayesian learning

Ketamine Affects Prediction Errors about Statistical Regularities: A Computational Single-Trial Analysis of the Mismatch Negativity

Modeling subjective relevance in schizophrenia and its relation to aberrant salience

Moral dilemmas and trust in leaders during a global health crisis

Non-invasive brain stimulation applied to Heschl's gyrus modulates pitch discrimination

Optimal inference with suboptimal models: addiction and active Bayesian inference

Paranoia and belief updating during the COVID-19 crisis

Pavlovian conditioning-induced hallucinations result from overweighting of perceptual priors.

Pharmacological Fingerprints of Contextual Uncertainty.

Representational Uncertainty in the Brain During Threat Conditioning and the Link With Psychopathic Traits

Role of the medial prefrontal cortex in impaired decision making in juvenile attention-deficit/hyperactivity disorder

Scene Construction, Visual Foraging, and Active Inference.

Spatial attention, precision, and Bayesian inference: a study of saccadic response speed

TAPAS: An Open-Source Software Package for Translational Neuromodeling and Computational Psychiatry

The Dopaminergic Midbrain Encodes the Expected Certainty about Desired Outcomes

Uncertainty in perception and the Hierarchical Gaussian Filter

Updating beliefs beyond the here-and-now: the counter-factual self in anosognosia for hemiplegia

Variational Bayesian mixed-effects inference for classification studies

Volatility Estimates Increase Choice Switching and Relate to Prefrontal Activity in Schizophrenia