List of works - Stefan J. Kiebel

A Bayesian Attractor Model for Perceptual Decision Making

scientific article published on 12 August 2015

A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision Making

scientific article published on 11 May 2017

A Metropolis-Hastings algorithm for dynamic causal models.

scientific article published on 7 August 2007

A dynamic causal model for evoked and induced responses

scientific article

A dynamic causal model study of neuronal population dynamics

scientific article (publication date: 15 May 2010)

A heuristic for the degrees of freedom of statistics based on multiple variance parameters

scientific article published in September 2003

A hierarchical neuronal model for generation and online recognition of birdsongs

scientific article

A hierarchy of time-scales and the brain

scientific article

Abstract rules drive adaptation in the subcortical sensory pathway

scientific article published on 08 December 2020

Action and behavior: a free-energy formulation

scientific article published on 11 February 2010

Active Inference, Belief Propagation, and the Bethe Approximation

scientific article published on 27 June 2018

Altered Medial Frontal Feedback Learning Signals in Anorexia Nervosa

scientific article

Amygdala damage affects event-related potentials for fearful faces at specific time windows

scientific article

Analyzing Effective Connectivity with EEG and MEG

Anatomically Informed Basis Functions

Anatomically informed basis functions in multisubject studies

scientific article published in May 2002

Anatomically informed basis functions in multisubject studies

Applications of random field theory to electrophysiology

scientific article published on 01 February 2005

Bayesian estimation of cerebral perfusion using a physiological model of microvasculature

scientific article published on 12 September 2006

Bifurcation analysis of neural mass models: Impact of extrinsic inputs and dendritic time constants

scientific article published on 4 January 2010

Brain responses to the acquired moral status of faces

scientific article published in February 2004

Causal hierarchy within the thalamo-cortical network in spike and wave discharges

scientific article

Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments

scientific article published on 20 April 2016

Context-Dependent Risk Aversion: A Model-Based Approach

scientific article published on 26 October 2018

Cortical circuits for perceptual inference

scientific article published on 19 July 2009

Developmental Emergence of Sparse Coding: A Dynamic Systems Approach

scientific article published on 12 October 2017

Dispositional cognitive effort investment and behavioral demand avoidance: Are they related?

scientific article published on 14 October 2020

Dynamic Causal Modeling for Evoked Responses

article

Dynamic causal modeling for EEG and MEG.

scientific article published on June 2009

Dynamic causal modeling of evoked responses in EEG and MEG.

scientific article published on 9 February 2006

Dynamic causal modeling of the response to frequency deviants.

scientific article

Dynamic causal modeling: a generative model of slice timing in fMRI.

scientific article published on 11 December 2006

Dynamic causal modelling for EEG and MEG.

scientific article

Dynamic causal modelling of distributed electromagnetic responses

scientific article published on 3 May 2009

Dynamic causal modelling of evoked potentials: a reproducibility study.

scientific article

Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization

scientific article published on 21 February 2006

Dynamic causal modelling of evoked responses: the role of intrinsic connections.

scientific article published on 13 March 2007

Dynamic causal models of neural system dynamics:current state and future extensions.

scientific article

Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit

scientific article published on 18 February 2020

Dynamic network participation of functional connectivity hubs assessed by resting-state fMRI.

scientific article published on 6 May 2014

Dynamical causal modelling for M/EEG: spatial and temporal symmetry constraints

scientific article published on 30 July 2008

Dysfunction of the auditory thalamus in developmental dyslexia.

scientific article

EEG and MEG data analysis in SPM8.

scientific article

Early auditory sensory processing of voices is facilitated by visual mechanisms

scientific article published on 4 April 2013

Evidence for neural encoding of Bayesian surprise in human somatosensation

scientific article published on 3 May 2012

Evoked brain responses are generated by feedback loops

scholarly article

Free energy and dendritic self-organization

scientific article

From birdsong to human speech recognition: bayesian inference on a hierarchy of nonlinear dynamical systems

scientific article

Functional optical signal analysis: a software tool for near-infrared spectroscopy data processing incorporating statistical parametric mapping

scientific article

How humans integrate the prospects of pain and reward during choice

scientific article

How the human brain exchanges information across sensory modalities to recognize other people

scientific article

How the human brain recognizes speech in the context of changing speakers

scientific article

Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference

scientific article published on 19 February 2016

Investigating Neuroanatomical Features in Top Athletes at the Single Subject Level

scientific article published on 16 June 2015

Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales

scientific article published on 28 December 2020

Modeling Dynamic Allocation of Effort in a Sequential Task Using Discounting Models

scientific article published on 24 March 2020

Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism.

scientific article published on 23 October 2015

Modelling Odor Decoding in the Antennal Lobe by Combining Sequential Firing Rate Models with Bayesian Inference

scientific article published on 9 October 2015

Modulation of perception and brain activity by predictable trajectories of facial expressions.

scientific article

Modulation of tonotopic ventral MGB is behaviorally relevant for speech recognition.: Supplemental Information

scholarly article published 2 January 2019

Modulation of tonotopic ventral medial geniculate body is behaviorally relevant for speech recognition

scientific article published on 27 August 2019

Multiple sparse priors for the M/EEG inverse problem.

scientific article published on 10 October 2007

Neuronal message passing using Mean-field, Bethe, and Marginal approximations

scientific article published in Scientific Reports

Nonlinear coupling in the human motor system

scientific article

Observing the observer (I): meta-bayesian models of learning and decision-making.

scientific article

Observing the observer (II): deciding when to decide.

scientific article

Parametric analysis of oscillatory activity as measured with EEG/MEG.

scientific article

Perception and hierarchical dynamics

scientific article

Perceptual decision making: drift-diffusion model is equivalent to a Bayesian model

scientific article published on 26 February 2014

Population dynamics under the Laplace assumption

scientific article published on 25 October 2008

Population dynamics: variance and the sigmoid activation function

scientific article published on 29 April 2008

Predicting change: Approximate inference under explicit representation of temporal structure in changing environments

scientific article published on 31 January 2019

Predictive Coding: A Free-Energy Formulation

Predictive coding under the free-energy principle

scientific article published on May 2009

Re-visiting the echo state property

scientific article published on 23 July 2012

Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks.

scientific article published on 12 May 2012

Recognizing sequences of sequences

scientific article

Reinforcement learning or active inference?

scientific article

Repetition suppression and plasticity in the human brain.

scientific article

Representation of Perceptual Evidence in the Human Brain Assessed by Fast, Within-Trial Dynamic Stimuli

scientific article published on 04 February 2020

Robust Smoothness Estimation in Statistical Parametric Maps Using Standardized Residuals from the General Linear Model

article

Simulation of talking faces in the human brain improves auditory speech recognition

scientific article

Spatiotemporal dynamics of argument retrieval and reordering: an FMRI and EEG study on sentence processing

scientific article

Spatiotemporal dynamics of random stimuli account for trial-to-trial variability in perceptual decision making

scientific article

Statistical parametric mapping for event-related potentials (II): a hierarchical temporal model

article

Statistical parametric mapping for event-related potentials: I. Generic considerations

scientific article

The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions ⬇️

The MR detection of neuronal depolarization during 3-Hz spike-and-wave complexes in generalized epilepsy.

scientific article published in December 2004

The functional anatomy of the MMN: a DCM study of the roving paradigm

scientific article

Ultra-Fast Accurate Reconstruction of Spiking Activity from Calcium Imaging Data

scientific article published on 21 February 2018

Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models.

scientific article published on November 2009

Variational Bayesian inference for fMRI time series

scientific article published in July 2003

Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG.

scientific article published on 14 September 2007

Visual face-movement sensitive cortex is relevant for auditory-only speech recognition.

scientific article published on 23 December 2014

Visuomotor control within a distributed parieto-frontal network

scientific article published on 17 August 2002

Voice identity recognition: functional division of the right STS and its behavioral relevance

scientific article

List of works by Stefan J. Kiebel

A Bayesian Attractor Model for Perceptual Decision Making

A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision Making

A Metropolis-Hastings algorithm for dynamic causal models.

A dynamic causal model for evoked and induced responses

A dynamic causal model study of neuronal population dynamics

A heuristic for the degrees of freedom of statistics based on multiple variance parameters

A hierarchical neuronal model for generation and online recognition of birdsongs

A hierarchy of time-scales and the brain

Abstract rules drive adaptation in the subcortical sensory pathway

Action and behavior: a free-energy formulation

Active Inference, Belief Propagation, and the Bethe Approximation

Altered Medial Frontal Feedback Learning Signals in Anorexia Nervosa

Amygdala damage affects event-related potentials for fearful faces at specific time windows

Analyzing Effective Connectivity with EEG and MEG

Anatomically Informed Basis Functions

Anatomically informed basis functions in multisubject studies

Anatomically informed basis functions in multisubject studies

Applications of random field theory to electrophysiology

Bayesian estimation of cerebral perfusion using a physiological model of microvasculature

Bifurcation analysis of neural mass models: Impact of extrinsic inputs and dendritic time constants

Brain responses to the acquired moral status of faces

Causal hierarchy within the thalamo-cortical network in spike and wave discharges

Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments

Context-Dependent Risk Aversion: A Model-Based Approach

Cortical circuits for perceptual inference

Developmental Emergence of Sparse Coding: A Dynamic Systems Approach

Dispositional cognitive effort investment and behavioral demand avoidance: Are they related?

Dynamic Causal Modeling for Evoked Responses

Dynamic causal modeling for EEG and MEG.

Dynamic causal modeling of evoked responses in EEG and MEG.

Dynamic causal modeling of the response to frequency deviants.

Dynamic causal modeling: a generative model of slice timing in fMRI.

Dynamic causal modelling for EEG and MEG.

Dynamic causal modelling of distributed electromagnetic responses

Dynamic causal modelling of evoked potentials: a reproducibility study.

Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization

Dynamic causal modelling of evoked responses: the role of intrinsic connections.

Dynamic causal models of neural system dynamics:current state and future extensions.

Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit

Dynamic network participation of functional connectivity hubs assessed by resting-state fMRI.

Dynamical causal modelling for M/EEG: spatial and temporal symmetry constraints

Dysfunction of the auditory thalamus in developmental dyslexia.

EEG and MEG data analysis in SPM8.

Early auditory sensory processing of voices is facilitated by visual mechanisms

Evidence for neural encoding of Bayesian surprise in human somatosensation

Evoked brain responses are generated by feedback loops

Free energy and dendritic self-organization

From birdsong to human speech recognition: bayesian inference on a hierarchy of nonlinear dynamical systems

Functional optical signal analysis: a software tool for near-infrared spectroscopy data processing incorporating statistical parametric mapping

How humans integrate the prospects of pain and reward during choice

How the human brain exchanges information across sensory modalities to recognize other people

How the human brain recognizes speech in the context of changing speakers

Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference

Investigating Neuroanatomical Features in Top Athletes at the Single Subject Level

Meta-control of the exploration-exploitation dilemma emerges from probabilistic inference over a hierarchy of time scales

Modeling Dynamic Allocation of Effort in a Sequential Task Using Discounting Models

Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism.

Modelling Odor Decoding in the Antennal Lobe by Combining Sequential Firing Rate Models with Bayesian Inference

Modulation of perception and brain activity by predictable trajectories of facial expressions.

Modulation of tonotopic ventral MGB is behaviorally relevant for speech recognition.: Supplemental Information

Modulation of tonotopic ventral medial geniculate body is behaviorally relevant for speech recognition

Multiple sparse priors for the M/EEG inverse problem.

Neuronal message passing using Mean-field, Bethe, and Marginal approximations

Nonlinear coupling in the human motor system

Observing the observer (I): meta-bayesian models of learning and decision-making.

Observing the observer (II): deciding when to decide.

Parametric analysis of oscillatory activity as measured with EEG/MEG.

Perception and hierarchical dynamics

Perceptual decision making: drift-diffusion model is equivalent to a Bayesian model

Population dynamics under the Laplace assumption

Population dynamics: variance and the sigmoid activation function

Predicting change: Approximate inference under explicit representation of temporal structure in changing environments

Predictive Coding: A Free-Energy Formulation

Predictive coding under the free-energy principle

Re-visiting the echo state property

Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks.

Recognizing sequences of sequences

Reinforcement learning or active inference?

Repetition suppression and plasticity in the human brain.