Stefan J. Kiebel

66 papers B 2Journal 60Unranked 4

Year	Rank	Type	Title / Venue / Authors
2024	B	`conf`	A Rational Trade-Off Between the Costs and Benefits of Automatic and Controlled Processing. CogSci Maximilian Mittenbühler, Sarah Schwöbel, David Dignath, Stefan J. Kiebel, Martin V. Butz
2024	J	`jnl`	Bayesian Sparsification for Deep Neural Networks With Bayesian Model Reduction. IEEE Access Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
2024	J	`jnl`	Joint modeling of choices and reaction times based on Bayesian contextual behavioral control. PLoS Comput. Biol. Sarah Schwöbel, Dimitrije Markovic, Michael N. Smolka, Stefan J. Kiebel
2023	J	`jnl`	Bayesian sparsification for deep neural networks with Bayesian model reduction. CoRR Dimitrije Markovic, Karl J. Friston, Stefan J. Kiebel
2023	—	`conf`	Strategy Synthesis in Markov Decision Processes Under Limited Sampling Access. NFM Christel Baier, Clemens Dubslaff, Patrick Wienhöft, Stefan J. Kiebel
2023	J	`jnl`	Strategy Synthesis in Markov Decision Processes Under Limited Sampling Access. CoRR Christel Baier, Clemens Dubslaff, Patrick Wienhöft, Stefan J. Kiebel
2023	—	`conf`	Towards a Formal Account on Negative Latency. AISoLA Clemens Dubslaff, Jonas Schulz, Patrick Wienhöft, Christel Baier, Frank H. P. Fitzek, Stefan J. Kiebel, Johannes Lehmann
2022	J	`jnl`	Forward planning driven by context-dependant conflict processing in anterior cingulate cortex. NeuroImage Florian Ott, Eric Legler, Stefan J. Kiebel
2021	J	`jnl`	An empirical evaluation of active inference in multi-armed bandits. CoRR Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel
2021	J	`jnl`	An empirical evaluation of active inference in multi-armed bandits. Neural Networks Dimitrije Markovic, Hrvoje Stojic, Sarah Schwöbel, Stefan J. Kiebel
2021	J	`jnl`	Neuronal Sequence Models for Bayesian Online Inference. Frontiers Artif. Intell. Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel
2020	J	`jnl`	Dynamic integration of forward planning and heuristic preferences during multiple goal pursuit. PLoS Comput. Biol. Florian Ott, Dimitrije Markovic, Alexander Strobel, Stefan J. Kiebel
2020	J	`jnl`	Neuronal Sequence Models for Bayesian Online Inference. CoRR Sascha Frölich, Dimitrije Markovic, Stefan J. Kiebel
2019	J	`jnl`	Predicting change: Approximate inference under explicit representation of temporal structure in changing environments. PLoS Comput. Biol. Dimitrije Markovic, Andrea M. F. Reiter, Stefan J. Kiebel
2018	J	`jnl`	Active Inference, Belief Propagation, and the Bethe Approximation. Neural Comput. Sarah Schwöbel, Stefan J. Kiebel, Dimitrije Markovic
2017	J	`jnl`	A Bayesian Reformulation of the Extended Drift-Diffusion Model in Perceptual Decision Making. Frontiers Comput. Neurosci. Pouyan Rafiei Fard, Hame Park, Andrej Warkentin, Stefan J. Kiebel, Sebastian Bitzer
2016	J	`jnl`	Comparative Analysis of Behavioral Models for Adaptive Learning in Changing Environments. Frontiers Comput. Neurosci. Dimitrije Markovic, Stefan J. Kiebel
2016	J	`jnl`	Inferring Neuronal Dynamics from Calcium Imaging Data Using Biophysical Models and Bayesian Inference. PLoS Comput. Biol. Vahid Rahmati, Knut Kirmse, Dimitrije Markovic, Knut Holthoff, Stefan J. Kiebel
2015	J	`jnl`	A Bayesian Attractor Model for Perceptual Decision Making. PLoS Comput. Biol. Sebastian Bitzer, Jelle P. Bruineberg, Stefan J. Kiebel
2015	J	`jnl`	Modeling the Evolution of Beliefs Using an Attentional Focus Mechanism. PLoS Comput. Biol. Dimitrije Markovic, Jan Gläscher, Peter Bossaerts, John P. O'Doherty, Stefan J. Kiebel
2015	J	`jnl`	Modelling Odor Decoding in the Antennal Lobe by Combining Sequential Firing Rate Models with Bayesian Inference. PLoS Comput. Biol. Dario Cuevas Rivera, Sebastian Bitzer, Stefan J. Kiebel
2015	—	`conf`	The Brain Uses Reliability of Stimulus Information when Making Perceptual Decisions. NIPS Sebastian Bitzer, Stefan J. Kiebel
2015	J	`jnl`	Voice Identity Recognition: Functional Division of the Right STS and Its Behavioral Relevance. J. Cogn. Neurosci. Sonja Schall, Stefan J. Kiebel, Burkhard Maess, Katharina von Kriegstein
2013	J	`jnl`	Early auditory sensory processing of voices is facilitated by visual mechanisms. NeuroImage Sonja Schall, Stefan J. Kiebel, Burkhard Maess, Katharina von Kriegstein
2013	J	`jnl`	From Birdsong to Human Speech Recognition: Bayesian Inference on a Hierarchy of Nonlinear Dynamical Systems. PLoS Comput. Biol. Izzet B. Yildiz, Katharina von Kriegstein, Stefan J. Kiebel
2012	J	`jnl`	A dynamic causal model for evoked and induced responses. NeuroImage Chun-Chuan Chen, Stefan J. Kiebel, James Kilner, Nick S. Ward, Klaas E. Stephan, Wei-Jen Wang, Karl J. Friston
2012	J	`jnl`	Evidence for neural encoding of Bayesian surprise in human somatosensation. NeuroImage Dirk Ostwald, Bernhard Spitzer, Matthias Guggenmos, Timo T. Schmidt, Stefan J. Kiebel, Felix Blankenburg
2012	J	`jnl`	Re-visiting the echo state property. Neural Networks Izzet B. Yildiz, Herbert Jaeger, Stefan J. Kiebel
2012	J	`jnl`	Recognizing recurrent neural networks (rRNN): Bayesian inference for recurrent neural networks. Biol. Cybern. Sebastian Bitzer, Stefan J. Kiebel
2011	J	`jnl`	A Hierarchical Neuronal Model for Generation and Online Recognition of Birdsongs. PLoS Comput. Biol. Izzet B. Yildiz, Stefan J. Kiebel
2011	J	`jnl`	EEG and MEG Data Analysis in SPM8. Comput. Intell. Neurosci. Vladimir Litvak, Jérémie Mattout, Stefan J. Kiebel, Christophe Phillips, Richard N. A. Henson, James Kilner, Gareth R. Barnes, Robert Oostenveld, Jean Daunizeau, Guillaume Flandin, William D. Penny, Karl J. Friston
2010	J	`jnl`	A dynamic causal model study of neuronal population dynamics. NeuroImage André C. Marreiros, Stefan J. Kiebel, Karl J. Friston
2010	J	`jnl`	Action and behavior: a free-energy formulation. Biol. Cybern. Karl J. Friston, Jean Daunizeau, James Kilner, Stefan J. Kiebel
2010	J	`jnl`	Bifurcation analysis of neural mass models: Impact of extrinsic inputs and dendritic time constants. NeuroImage Andreas Spiegler, Stefan J. Kiebel, Fatihcan M. Atay, Thomas R. Knösche
2009	J	`jnl`	Cortical circuits for perceptual inference. Neural Networks Karl J. Friston, Stefan J. Kiebel
2009	J	`jnl`	Dynamic causal modelling of distributed electromagnetic responses. NeuroImage Jean Daunizeau, Stefan J. Kiebel, Karl J. Friston
2009	J	`jnl`	Dynamical causal modelling for M/EEG: Spatial and temporal symmetry constraints. NeuroImage Matthias Fastenrath, Karl J. Friston, Stefan J. Kiebel
2009	J	`jnl`	Perception and hierarchical dynamics. Frontiers Neuroinformatics Stefan J. Kiebel, Jean Daunizeau, Karl J. Friston
2009	J	`jnl`	Population dynamics under the Laplace assumption. NeuroImage André C. Marreiros, Stefan J. Kiebel, Jean Daunizeau, Lee M. Harrison, Karl J. Friston
2009	J	`jnl`	Recognizing Sequences of Sequences. PLoS Comput. Biol. Stefan J. Kiebel, Katharina von Kriegstein, Jean Daunizeau, Karl J. Friston
2009	J	`jnl`	Repetition suppression and plasticity in the human brain. NeuroImage Marta I. Garrido, James M. Kilner, Stefan J. Kiebel, Klaas E. Stephan, Torsten Baldeweg, Karl J. Friston
2008	J	`jnl`	A Hierarchy of Time-Scales and the Brain. PLoS Comput. Biol. Stefan J. Kiebel, Jean Daunizeau, Karl J. Friston
2008	J	`jnl`	Bayesian estimation of synaptic physiology from the spectral responses of neural masses. NeuroImage Rosalyn J. Moran, Klaas E. Stephan, Stefan J. Kiebel, N. Rombach, W. T. O'Connor, Keith J. Murphy, Richard B. Reilly, Karl J. Friston
2008	J	`jnl`	Dynamic causal modelling for fMRI: A two-state model. NeuroImage André C. Marreiros, Stefan J. Kiebel, Karl J. Friston
2008	J	`jnl`	Dynamic causal modelling of induced responses. NeuroImage Chun-Chuan Chen, Stefan J. Kiebel, Karl J. Friston
2008	J	`jnl`	Multiple sparse priors for the M/EEG inverse problem. NeuroImage Karl J. Friston, Lee M. Harrison, Jean Daunizeau, Stefan J. Kiebel, Christophe Phillips, Nelson J. Trujillo-Barreto, Richard N. Henson, Guillaume Flandin, Jérémie Mattout
2008	J	`jnl`	Population dynamics: Variance and the sigmoid activation function. NeuroImage André C. Marreiros, Jean Daunizeau, Stefan J. Kiebel, Karl J. Friston
2008	J	`jnl`	The functional anatomy of the MMN: A DCM study of the roving paradigm. NeuroImage Marta I. Garrido, Karl J. Friston, Stefan J. Kiebel, Klaas E. Stephan, Torsten Baldeweg, James M. Kilner
2008	J	`jnl`	Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG. NeuroImage Stefan J. Kiebel, Jean Daunizeau, Christophe Phillips, Karl J. Friston
2007	J	`jnl`	A Metropolis-Hastings algorithm for dynamic causal models. NeuroImage Justin R. Chumbley, Karl J. Friston, Tom Fearn, Stefan J. Kiebel
2007	J	`jnl`	A neural mass model of spectral responses in electrophysiology. NeuroImage Rosalyn J. Moran, Stefan J. Kiebel, Klaas E. Stephan, Richard B. Reilly, Jean Daunizeau, Karl J. Friston
2007	J	`jnl`	Dynamic causal modeling: A generative model of slice timing in fMRI. NeuroImage Stefan J. Kiebel, Stefan Klöppel, Nikolaus Weiskopf, Karl J. Friston
2007	J	`jnl`	Dynamic causal modelling of evoked potentials: A reproducibility study. NeuroImage Marta I. Garrido, James M. Kilner, Stefan J. Kiebel, Klaas E. Stephan, Karl J. Friston
2007	J	`jnl`	Dynamic causal modelling of evoked responses: The role of intrinsic connections. NeuroImage Stefan J. Kiebel, Marta I. Garrido, Karl J. Friston
2006	J	`jnl`	Bayesian estimation of cerebral perfusion using a physiological model of microvasculature. NeuroImage Kim Mouridsen, Karl J. Friston, Niels Hjort, Louise Gyldensted, Leif Østergaard, Stefan J. Kiebel
2006	J	`jnl`	Dynamic causal modeling of evoked responses in EEG and MEG. NeuroImage Olivier David, Stefan J. Kiebel, Lee M. Harrison, Jérémie Mattout, James M. Kilner, Karl J. Friston
2006	J	`jnl`	Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization. NeuroImage Stefan J. Kiebel, Olivier David, Karl J. Friston
2005	J	`jnl`	Mixed-effects and fMRI studies. NeuroImage Karl J. Friston, Klaas E. Stephan, Torben Ellegaard Lund, Alexa M. Morcom, Stefan J. Kiebel
2004	J	`jnl`	Statistical parametric mapping for event-related potentials (II): a hierarchical temporal model. NeuroImage Stefan J. Kiebel, Karl J. Friston
2004	J	`jnl`	Statistical parametric mapping for event-related potentials: I. Generic considerations. NeuroImage Stefan J. Kiebel, Karl J. Friston
2003	J	`jnl`	A heuristic for the degrees of freedom of statistics based on multiple variance parameters. NeuroImage Stefan J. Kiebel, Daniel E. Glaser, Karl J. Friston
2003	J	`jnl`	Variational Bayesian inference for fMRI time series. NeuroImage William D. Penny, Stefan J. Kiebel, Karl J. Friston
2002	J	`jnl`	Classical and Bayesian Inference in Neuroimaging: Applications. NeuroImage Karl J. Friston, Daniel E. Glaser, Richard N. A. Henson, Stefan J. Kiebel, Christophe Phillips, John Ashburner
2002	J	`jnl`	Classical and Bayesian Inference in Neuroimaging: Theory. NeuroImage Karl J. Friston, William D. Penny, Christophe Phillips, Stefan J. Kiebel, Geoffrey E. Hinton, John Ashburner
1999	—	`conf`	Methodik und Applikation der deformationsbasierten Morphometrie. Bildverarbeitung für die Medizin Christian Gaser, Hans-Peter Volz, Stefan J. Kiebel, Heinrich Sauer
1999	B	`conf`	Statistical analysis of structural changes in a whole brain based on nonlinear image registration. Image Processing Christian Gaser, Stefan J. Kiebel, Stefan Riehemann, Hans-Peter Volz, Heinrich Sauer