Stefan J. Kiebel

CoRR, 2023

Towards a Formal Account on Negative Latency.

[BibT_eX]

[DOI]

Proceedings of the Bridging the Gap Between AI and Reality, 2023

Strategy Synthesis in Markov Decision Processes Under Limited Sampling Access.

[BibT_eX]

[DOI]

Proceedings of the NASA Formal Methods - 15th International Symposium, 2023

2022

Forward planning driven by context-dependant conflict processing in anterior cingulate cortex.

[BibT_eX]

[DOI]

Florian Ott

Eric Legler

NeuroImage, 2022

2021

An empirical evaluation of active inference in multi-armed bandits.

[BibT_eX]

[DOI]

Neural Networks, 2021

Neuronal Sequence Models for Bayesian Online Inference.

[BibT_eX]

[DOI]

Sascha Frölich

Frontiers Artif. Intell., 2021

2020

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

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2020

2019

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

[BibT_eX]

[DOI]

Andrea M. F. Reiter

PLoS Comput. Biol., 2019

2018

Active Inference, Belief Propagation, and the Bethe Approximation.

[BibT_eX]

[DOI]

Sarah Schwöbel

Neural Comput., 2018

2017

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

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2017

2016

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

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2016

Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments.

[BibT_eX]

[DOI]

Frontiers Comput. Neurosci., 2016

2015

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

[BibT_eX]

[DOI]

Dario Cuevas Rivera

PLoS Comput. Biol., 2015

Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2015

A Bayesian Attractor Model for Perceptual Decision Making.

[BibT_eX]

[DOI]

Jelle P. Bruineberg

PLoS Comput. Biol., 2015

Voice Identity Recognition: Functional Division of the Right STS and Its Behavioral Relevance.

[BibT_eX]

[DOI]

Sonja Schall

Burkhard Maess

J. Cogn. Neurosci., 2015

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

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 28: Annual Conference on Neural Information Processing Systems 2015, 2015

2013

From Birdsong to Human Speech Recognition: Bayesian Inference on a Hierarchy of Nonlinear Dynamical Systems.

[BibT_eX]

[DOI]

Izzet B. Yildiz

PLoS Comput. Biol., 2013

Early auditory sensory processing of voices is facilitated by visual mechanisms.

[BibT_eX]

[DOI]

Sonja Schall

Burkhard Maess

NeuroImage, 2013

2012

Re-visiting the echo state property.

[BibT_eX]

[DOI]

Izzet B. Yildiz

Herbert Jaeger

Neural Networks, 2012

Evidence for neural encoding of Bayesian surprise in human somatosensation.

[BibT_eX]

[DOI]

NeuroImage, 2012

A dynamic causal model for evoked and induced responses.

[BibT_eX]

[DOI]

NeuroImage, 2012

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

[BibT_eX]

[DOI]

Biol. Cybern., 2012

2011

A Hierarchical Neuronal Model for Generation and Online Recognition of Birdsongs.

[BibT_eX]

[DOI]

Izzet B. Yildiz

PLoS Comput. Biol., 2011

EEG and MEG Data Analysis in SPM8.

[BibT_eX]

[DOI]

Comput. Intell. Neurosci., 2011

2010

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

[BibT_eX]

[DOI]

NeuroImage, 2010

A dynamic causal model study of neuronal population dynamics.

[BibT_eX]

[DOI]

André C. Marreiros

NeuroImage, 2010

Action and behavior: a free-energy formulation.

[BibT_eX]

[DOI]

Biol. Cybern., 2010

2009

Recognizing Sequences of Sequences.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2009

Cortical circuits for perceptual inference.

[BibT_eX]

[DOI]

Neural Networks, 2009

Population dynamics under the Laplace assumption.

[BibT_eX]

[DOI]

NeuroImage, 2009

Repetition suppression and plasticity in the human brain.

[BibT_eX]

[DOI]

NeuroImage, 2009

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

[BibT_eX]

[DOI]

Matthias Fastenrath

NeuroImage, 2009

Dynamic causal modelling of distributed electromagnetic responses.

[BibT_eX]

[DOI]

NeuroImage, 2009

Perception and hierarchical dynamics.

[BibT_eX]

[DOI]

Frontiers Neuroinformatics, 2009

2008

A Hierarchy of Time-Scales and the Brain.

[BibT_eX]

[DOI]

PLoS Comput. Biol., 2008

Bayesian estimation of synaptic physiology from the spectral responses of neural masses.

[BibT_eX]

[DOI]

NeuroImage, 2008

Dynamic causal modelling for fMRI: A two-state model.

[BibT_eX]

[DOI]

André C. Marreiros

Nelson J. Trujillo-Barreto

NeuroImage, 2008

Population dynamics: Variance and the sigmoid activation function.

[BibT_eX]

[DOI]

NeuroImage, 2008

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

[BibT_eX]

[DOI]

NeuroImage, 2008

The functional anatomy of the MMN: A DCM study of the roving paradigm.

[BibT_eX]

[DOI]

NeuroImage, 2008

Multiple sparse priors for the M/EEG inverse problem.

[BibT_eX]

[DOI]

Richard N. Henson

Guillaume Flandin

Jérémie Mattout

NeuroImage, 2008

Dynamic causal modelling of induced responses.

[BibT_eX]

[DOI]

Chun-Chuan Chen

NeuroImage, 2008

2007

A neural mass model of spectral responses in electrophysiology.

[BibT_eX]

[DOI]

NeuroImage, 2007

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

[BibT_eX]

[DOI]

NeuroImage, 2007

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

[BibT_eX]

[DOI]

Marta I. Garrido

NeuroImage, 2007

Dynamic causal modelling of evoked potentials: A reproducibility study.

[BibT_eX]

[DOI]

NeuroImage, 2007

A Metropolis-Hastings algorithm for dynamic causal models.

[BibT_eX]

[DOI]

NeuroImage, 2007

2006

Bayesian estimation of cerebral perfusion using a physiological model of microvasculature.

[BibT_eX]

[DOI]

NeuroImage, 2006

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

[BibT_eX]

[DOI]

Olivier David

NeuroImage, 2006

Dynamic causal modeling of evoked responses in EEG and MEG.

[BibT_eX]

[DOI]

NeuroImage, 2006

2005

Mixed-effects and fMRI studies.

[BibT_eX]

[DOI]

Klaas E. Stephan

Torben Ellegaard Lund

Alexa M. Morcom

NeuroImage, 2005

2004

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

[BibT_eX]

[DOI]

NeuroImage, 2004

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

[BibT_eX]

[DOI]

NeuroImage, 2004

2003

Variational Bayesian inference for fMRI time series.

[BibT_eX]

[DOI]

William D. Penny

NeuroImage, 2003

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

[BibT_eX]

[DOI]

Daniel E. Glaser