Klaas E. Stephan

Publication Activity (10 Years)

Years Active: 1999-2021
Publications (10 Years): 16

Top Topics

Gaussian Processes

Bayesian Models

Top Venues

PLoS Comput. Biol.

J. Mach. Learn. Res.

Publications

Stefan Frässle, Zina M. Manjaly, Cao-Tri Do, Lars Kasper, Klaas P. Pruessmann, Klaas E. Stephan
Whole-brain estimates of directed connectivity for human connectomics. NeuroImage 225 (2021)
Inês Pereira, Stefan Frässle, Jakob Heinzle, Dario Schöbi, Cao-Tri Do, Moritz Gruber, Klaas E. Stephan
Conductance-based dynamic causal modeling: A mathematical review of its application to cross-power spectral densities. NeuroImage 245 (2021)
Sandra Iglesias, Lars Kasper, Samuel J. Harrison, Robert Manka, Christoph Mathys, Klaas E. Stephan
Cholinergic and dopaminergic effects on prediction error and uncertainty responses during sensory associative learning. NeuroImage 226 (2021)
Arkan Al-Zubaidi, Sandra Iglesias, Klaas E. Stephan, Macià Buades-Rotger, Marcus Heldmann, Janis Marc Nolde, Henriette Kirchner, Alfred Mertins, Kamila Jauch-Chara, Thomas F. Münte
Effects of hunger, satiety and oral glucose on effective connectivity between hypothalamus and insular cortex. NeuroImage 217 (2020)
Klaas E. Stephan, Frederike Petzschner, Lars Kasper, J. Bayer, Katharina V. Wellstein, Gabor Stefanics, Klaas P. Pruessmann, Jakob Heinzle
Laminar fMRI and computational theories of brain function. NeuroImage 197 (2019)
Frederike Petzschner, Lilian A. E. Weber, Katharina V. Wellstein, Gina Paolini, Cao-Tri Do, Klaas E. Stephan
Focus of attention modulates the heartbeat evoked potential. NeuroImage 186 (2019)
Sharmili Edwin Thanarajah, Sandra Iglesias, Bojana Kuzmanovic, Lionel Rigoux, Klaas E. Stephan, Jens C. Brüning, Marc Tittgemeyer
Modulation of midbrain neurocircuitry by intranasal insulin. NeuroImage 194 (2019)
Stefan Frässle, Ekaterina I. Lomakina, Lars Kasper, Zina M. Manjaly, Alexander P. Leff, Klaas P. Pruessmann, Joachim M. Buhmann, Klaas E. Stephan
A generative model of whole-brain effective connectivity. NeuroImage 179 (2018)
Yu Yao, Sudhir Raman, Michael Schiek, Alexander P. Leff, Stefan Frässle, Klaas E. Stephan
Variational Bayesian inversion for hierarchical unsupervised generative embedding (HUGE). NeuroImage 179 (2018)
Lars Kasper, Maria Engel, Christoph Barmet, Maximilian Häberlin, Bertram J. Wilm, Benjamin E. Dietrich, Thomas Schmid, Simon Gross, David O. Brunner, Klaas E. Stephan, Klaas P. Pruessmann
Rapid anatomical brain imaging using spiral acquisition and an expanded signal model. NeuroImage 168 (2018)
Vince D. Calhoun, Stephen M. Lawrie, Janaina Mourão Miranda, Klaas E. Stephan
Prediction of Individual Differences from Neuroimaging Data. NeuroImage 145 (2017)
Eduardo A. Aponte, Dario Schöbi, Klaas E. Stephan, Jakob Heinzle
The Stochastic Early Reaction, Inhibition, and late Action (SERIA) model for antisaccades. PLoS Comput. Biol. 13 (8) (2017)
Stefan Frässle, Ekaterina I. Lomakina, Adeel Razi, Karl J. Friston, Joachim M. Buhmann, Klaas E. Stephan
Regression DCM for fMRI. NeuroImage 155 (2017)
Klaas E. Stephan, Florian Schlagenhauf, Quentin J. M. Huys, Sudhir Raman, Eduardo A. Aponte, Kay Henning Brodersen, Lionel Rigoux, Rosalyn J. Moran, Jean Daunizeau, Ray Dolan, Karl J. Friston, Andreas Heinz
Computational neuroimaging strategies for single patient predictions. NeuroImage 145 (2017)
Saskia Bollmann, Lars Kasper, S. Johanna Vannesjo, Andreea O. Diaconescu, Benjamin E. Dietrich, Simon Gross, Klaas E. Stephan, Klaas P. Pruessmann
Analysis and correction of field fluctuations in fMRI data using field monitoring. NeuroImage 154 (2017)
Karl J. Friston, Vladimir Litvak, Ashwini Oswal, Adeel Razi, Klaas E. Stephan, Bernadette C. M. van Wijk, Gabriel Ziegler, Peter Zeidman
Bayesian model reduction and empirical Bayes for group (DCM) studies. NeuroImage 128 (2016)
Ekaterina I. Lomakina, Saee Paliwal, Andreea Oliviana Diaconescu, Kay Henning Brodersen, Eduardo A. Aponte, Joachim M. Buhmann, Klaas E. Stephan
Inversion of hierarchical Bayesian models using Gaussian processes. NeuroImage 118 (2015)
Lars Kasper, Maximilian Häberlin, Benjamin E. Dietrich, Simon Gross, Christoph Barmet, Bertram J. Wilm, S. Johanna Vannesjo, David O. Brunner, Christian C. Ruff, Klaas E. Stephan, Klaas Paul Pruessmann
Matched-filter acquisition for BOLD fMRI. NeuroImage 100 (2014)
Andreea Oliviana Diaconescu, Christoph Mathys, Lilian A. E. Weber, Jean Daunizeau, Lars Kasper, Ekaterina I. Lomakina, Ernst Fehr, Klaas E. Stephan
Inferring on the Intentions of Others by Hierarchical Bayesian Learning. PLoS Comput. Biol. 10 (9) (2014)
Will D. Penny, Klaas E. Stephan
A Dynamic Bayesian Model of Homeostatic Control. ICAIS (2014)
Falk Lieder, Klaas E. Stephan, Jean Daunizeau, Marta I. Garrido, Karl J. Friston
A Neurocomputational Model of the Mismatch Negativity. PLoS Comput. Biol. 9 (11) (2013)
Falk Lieder, Jean Daunizeau, Marta I. Garrido, Karl J. Friston, Klaas E. Stephan
Modelling Trial-by-Trial Changes in the Mismatch Negativity. PLoS Comput. Biol. 9 (2) (2013)
David Bernal-Casas, Emili Balaguer-Ballester, Martin Fungisai Gerchen, Sandra Iglesias, Henrik Walter, Andreas Heinz, Andreas Meyer-Lindenberg, Klaas E. Stephan, Peter Kirsch
Multi-site reproducibility of prefrontal-hippocampal connectivity estimates by stochastic DCM. NeuroImage 82 (2013)
Kay Henning Brodersen, Jean Daunizeau, Christoph Mathys, Justin R. Chumbley, Joachim M. Buhmann, Klaas E. Stephan
Variational Bayesian mixed-effects inference for classification studies. NeuroImage 76 (2013)
Mark W. Woolrich, Klaas E. Stephan
Biophysical network models and the human connectome. NeuroImage 80 (2013)
Jean Daunizeau, Louis Lemieux, Anna E. Vaudano, Karl J. Friston, Klaas E. Stephan
An electrophysiological validation of stochastic DCM for fMRI. Frontiers Comput. Neurosci. 6 (2012)
Kay Henning Brodersen, Christoph Mathys, Justin R. Chumbley, Jean Daunizeau, Cheng Soon Ong, Joachim M. Buhmann, Klaas E. Stephan
Bayesian mixed-effects inference on classification performance in hierarchical data sets. J. Mach. Learn. Res. 13 (2012)
Karl J. Friston, André M. Bastos, Vladimir Litvak, Klaas E. Stephan, Pascal Fries, Rosalyn J. Moran
DCM for complex-valued data: Cross-spectra, coherence and phase-delays. NeuroImage 59 (1) (2012)
Chun-Chuan Chen, Stefan J. Kiebel, James Kilner, Nick S. Ward, Klaas E. Stephan, Wei-Jen Wang, Karl J. Friston
A dynamic causal model for evoked and induced responses. NeuroImage 59 (1) (2012)
Baojuan Li, Jean Daunizeau, Klaas E. Stephan, William D. Penny, Dewen Hu, Karl J. Friston
Generalised filtering and stochastic DCM for fMRI. NeuroImage 58 (2) (2011)
Kay Henning Brodersen, Florent Haiss, Cheng Soon Ong, Fabienne Jung, Marc Tittgemeyer, Joachim M. Buhmann, Bruno Weber, Klaas E. Stephan
Model-based feature construction for multivariate decoding. NeuroImage 56 (2) (2011)
Rosalyn J. Moran, Klaas E. Stephan, Raymond J. Dolan, Karl J. Friston
Consistent spectral predictors for dynamic causal models of steady-state responses. NeuroImage 55 (4) (2011)
Kay Henning Brodersen, Thomas M. Schofield, Alexander P. Leff, Cheng Soon Ong, Ekaterina I. Lomakina, Joachim M. Buhmann, Klaas E. Stephan
Generative Embedding for Model-Based Classification of fMRI Data. PLoS Comput. Biol. 7 (6) (2011)
Jean Daunizeau, Olivier David, Klaas E. Stephan
Dynamic causal modelling: A critical review of the biophysical and statistical foundations. NeuroImage 58 (2) (2011)
Jean Daunizeau, Kerstin Preuschoff, Karl J. Friston, Klaas E. Stephan
Optimizing Experimental Design for Comparing Models of Brain Function. PLoS Comput. Biol. 7 (11) (2011)
Karl J. Friston, Baojuan Li, Jean Daunizeau, Klaas E. Stephan
Network discovery with DCM. NeuroImage 56 (3) (2011)
Jonathan P. Roiser, Klaas E. Stephan, Hanneke E. M. den Ouden, Karl J. Friston, Eileen M. Joyce
Adaptive and aberrant reward prediction signals in the human brain. NeuroImage 50 (2) (2010)
Will D. Penny, Klaas E. Stephan, Jean Daunizeau, Maria J. Rosa, Karl J. Friston, Thomas M. Schofield, Alexander P. Leff
Comparing Families of Dynamic Causal Models. PLoS Comput. Biol. 6 (3) (2010)
Paul Allen, Klaas E. Stephan, Andrea Mechelli, Fern Day, Nicholas Ward, Jeffery Dalton, Steven C. R. Williams, Philip K. McGuire
Cingulate activity and fronto-temporal connectivity in people with prodromal signs of psychosis. NeuroImage 49 (1) (2010)
André C. Marreiros, Klaas E. Stephan, Karl J. Friston
Dynamic causal modeling. Scholarpedia 5 (7) (2010)
Marta I. Garrido, James M. Kilner, Stefan J. Kiebel, Klaas E. Stephan, Torsten Baldeweg, Karl J. Friston
Repetition suppression and plasticity in the human brain. NeuroImage 48 (1) (2009)
Rosalyn J. Moran, Klaas E. Stephan, T. Seidenbecher, H.-C. Pape, Raymond J. Dolan, Karl J. Friston
Dynamic causal models of steady-state responses. NeuroImage 44 (3) (2009)
Chun-Chuan Chen, Richard N. A. Henson, Klaas E. Stephan, James M. Kilner, Karl J. Friston
Forward and backward connections in the brain: A DCM study of functional asymmetries. NeuroImage 45 (2) (2009)
Kay Henning Brodersen, William D. Penny, Lee M. Harrison, Jean Daunizeau, Christian C. Ruff, Emrah Düzel, Karl J. Friston, Klaas E. Stephan
Integrated Bayesian models of learning and decision making for saccadic eye movements. Neural Networks 21 (9) (2008)
Marta I. Garrido, Karl J. Friston, Stefan J. Kiebel, Klaas E. Stephan, Torsten Baldeweg, James M. Kilner
The functional anatomy of the MMN: A DCM study of the roving paradigm. NeuroImage 42 (2) (2008)
Rosalyn J. Moran, Klaas E. Stephan, Stefan J. Kiebel, N. Rombach, W. T. O'Connor, K. J. Murphy, R. B. Reilly, Karl J. Friston
Bayesian estimation of synaptic physiology from the spectral responses of neural masses. NeuroImage 42 (1) (2008)
Paul Allen, Andrea Mechelli, Klaas E. Stephan, Fern Day, Jeffery Dalton, Steven C. R. Williams, Philip K. McGuire
Fronto-temporal Interactions during Overt Verbal Initiation and Suppression. J. Cogn. Neurosci. 20 (9) (2008)
Rosalyn J. Moran, Stefan J. Kiebel, Klaas E. Stephan, R. B. Reilly, Jean Daunizeau, Karl J. Friston
A neural mass model of spectral responses in electrophysiology. NeuroImage 37 (3) (2007)
Karl J. Friston, Klaas E. Stephan
Free-energy and the brain. Synth. 159 (3) (2007)
Zina M. Manjaly, Nicole Bruning, Susanne Neufang, Klaas E. Stephan, Sarah Brieber, John C. Marshall, Inge Kamp-Becker, Helmut Remschmidt, Beate Herpertz-Dahlmann, Kerstin Konrad, Gereon R. Fink
Neurophysiological correlates of relatively enhanced local visual search in autistic adolescents. NeuroImage 35 (1) (2007)
Sukhbinder Kumar, Klaas E. Stephan, Jason D. Warren, Karl J. Friston, Timothy D. Griffiths
Hierarchical Processing of Auditory Objects in Humans. PLoS Comput. Biol. 3 (6) (2007)
Marta I. Garrido, James M. Kilner, Stefan J. Kiebel, Klaas E. Stephan, Karl J. Friston
Dynamic causal modelling of evoked potentials: A reproducibility study. NeuroImage 36 (3) (2007)
Lee M. Harrison, Klaas E. Stephan, Geraint Rees, Karl J. Friston
Extra-classical receptive field effects measured in striate cortex with fMRI. NeuroImage 34 (3) (2007)
Martin Schürmann, Maike D. Hesse, Klaas E. Stephan, Miiamaaria Saarela, Karl Zilles, Riitta Hari, Gereon R. Fink
Yearning to yawn: the neural basis of contagious yawning. NeuroImage 24 (4) (2005)
Simon B. Eickhoff, Klaas E. Stephan, Hartmut Mohlberg, Christian Grefkes, Gereon R. Fink, Katrin Amunts, Karl Zilles
A new SPM toolbox for combining probabilistic cytoarchitectonic maps and functional imaging data. NeuroImage 25 (4) (2005)
Karl J. Friston, Klaas E. Stephan, Torben Ellegaard Lund, Alexa M. Morcom, Stefan J. Kiebel
Mixed-effects and fMRI studies. NeuroImage 24 (1) (2005)
Carsten Giessing, Christiane M. Thiel, Klaas E. Stephan, Frank Rösler, Gereon R. Fink
Visuospatial attention: how to measure effects of infrequent, unattended events in a blocked stimulus design. NeuroImage 23 (4) (2004)
William D. Penny, Klaas E. Stephan, Andrea Mechelli, Karl J. Friston
Comparing dynamic causal models. NeuroImage 22 (3) (2004)
Jonas Dyhrfjeld-Johnsen, Klaas E. Stephan, Jürgen Maier, Heiko J. Luhmann, Rolf Kötter
Guiding the modeller: organizing and selecting experimental data for single cell models using the CoCoDat database. Neurocomputing (2003)
Rolf Kötter, Klaas E. Stephan
Network participation indices: characterizing component roles for information processing in neural networks. Neural Networks 16 (9) (2003)
Zina M. Manjaly, John C. Marshall, Klaas E. Stephan, Jennifer M. Gurd, Karl Zilles, Gereon R. Fink
In search of the hidden: an fMRI study with implications for the study of patients with autism and with acquired brain injury. NeuroImage 19 (3) (2003)
Ahmet Bozkurt, Lars Kamper, Klaas E. Stephan, Rolf Kötter
The structural basis of information transfer from medial temporal lobe to prefrontal cortex in the macaque monkey. Neurocomputing (2002)
Lars Kamper, Ahmet Bozkurt, Pernille Nielsen, Jonas Dyhrfjeld-Johnsen, Klaas E. Stephan, Rolf Kötter
Modelling the influence of thalamo-cortical projections on prefrontal activity. Neurocomputing (2002)
Geoffrey J. M. Parker, Klaas E. Stephan, Gareth J. Barker, James B. Rowe, David G. MacManus, Claudia A. M. Wheeler-Kingshott, Olga Ciccarelli, Richard E. Passingham, Rachel L. Spinks, Roger N. Lemon, Robert Turner
Initial Demonstration of in Vivo Tracing of Axonal Projections in the Macaque Brain and Comparison with the Human Brain Using Diffusion Tensor Imaging and Fast Marching Tractography. NeuroImage 15 (4) (2002)
Gully Burns, Klaas E. Stephan, Bertram Ludäscher, Amarnath Gupta, Rolf Kötter
Towards a federated neuroscientific knowledge management system using brain atlases. Neurocomputing (2001)
Rolf Kötter, Claus C. Hilgetag, Klaas E. Stephan
Connectional characteristics of areas in Walker's map of primate prefrontal cortex. Neurocomputing (2001)
Ahmet Bozkurt, Lars Kamper, Klaas E. Stephan, Rolf Kötter
Organization of primate amygdalo-prefrontal projections. Neurocomputing (2001)
Klaas E. Stephan, Rolf Kötter
One cortex - many maps: An introduction to coordinate-independent mapping by Objective Relational Transformation (ORT). Neurocomputing (1999)