Jean Daunizeau

Publication Activity (10 Years)

Years Active: 2001-2021
Publications (10 Years): 8

Top Topics

Preference Criteria

Variational Bayesian

Model Selection

Top Venues

PLoS Comput. Biol.

J. Mach. Learn. Res.

Publications

Quentin Feltgen, Jean Daunizeau
An Overcomplete Approach to Fitting Drift-Diffusion Decision Models to Trial-By-Trial Data. Frontiers Artif. Intell. 4 (2021)
Baudouin Forgeot d'Arc, Marie Devaine, Jean Daunizeau
Social behavioural adaptation in Autism. PLoS Comput. Biol. 16 (3) (2020)
Fabien Vinckier, Lionel Rigoux, Irma T. Kurniawan, Chen Hu, Sacha Bourgeois-Gironde, Jean Daunizeau, Mathias Pessiglione
Sour grapes and sweet victories: How actions shape preferences. PLoS Comput. Biol. 15 (1) (2019)
Jean Daunizeau
Variational Bayesian modelling of mixed-effects. CoRR (2019)
Alizée Lopez-Persem, Lionel Rigoux, Sacha Bourgeois-Gironde, Jean Daunizeau, Mathias Pessiglione
Choose, rate or squeeze: Comparison of economic value functions elicited by different behavioral tasks. PLoS Comput. Biol. 13 (11) (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)
Marie Devaine, Aurore San-Galli, Cinzia Trapanese, Giulia Bardino, Christelle Hano, Michel Saint Jalme, Sébastien Bouret, Shelly Masi, Jean Daunizeau
Reading wild minds: A computational assay of Theory of Mind sophistication across seven primate species. PLoS Comput. Biol. 13 (11) (2017)
Marie Devaine, Jean Daunizeau
Learning about and from others' prudence, impatience or laziness: The computational bases of attitude alignment. PLoS Comput. Biol. 13 (3) (2017)
Lionel Rigoux, Jean Daunizeau
Dynamic causal modelling of brain-behaviour relationships. NeuroImage 117 (2015)
Marie Devaine, Guillaume Hollard, Jean Daunizeau
The Social Bayesian Brain: Does Mentalizing Make a Difference When We Learn? PLoS Comput. Biol. 10 (12) (2014)
Lionel Rigoux, Klaas Enno Stephan, Karl J. Friston, Jean Daunizeau
Bayesian model selection for group studies - Revisited. NeuroImage 84 (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)
Jean Daunizeau, Vincent Adam, Lionel Rigoux
VBA: A Probabilistic Treatment of Nonlinear Models for Neurobiological and Behavioural Data. PLoS Comput. Biol. 10 (1) (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)
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)
Karl J. Friston, Jean Daunizeau, Klaas Enno Stephan
Model selection and gobbledygook: Response to Lohmann et al. NeuroImage 75 (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)
Jean Daunizeau, Klaas Enno Stephan, Karl J. Friston
Stochastic dynamic causal modelling of fMRI data: Should we care about neural noise? NeuroImage 62 (1) (2012)
Justin R. Chumbley, Guillaume Flandin, Dominik R. Bach, Jean Daunizeau, Ernst Fehr, Raymond J. Dolan, Karl J. Friston
Learning and Generalization under Ambiguity: An fMRI Study. PLoS Comput. Biol. 8 (1) (2012)
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
EEG and MEG Data Analysis in SPM8. Comput. Intell. Neurosci. 2011 (2011)
Pedro A. Valdés-Sosa, Alard Roebroeck, Jean Daunizeau, Karl J. Friston
Effective connectivity: Influence, causality and biophysical modeling. NeuroImage 58 (2) (2011)
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)
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)
Klaas Enno Stephan, Will D. Penny, Rosalyn J. Moran, Hanneke E. M. den Ouden, Jean Daunizeau, Karl J. Friston
Ten simple rules for dynamic causal modeling. NeuroImage 49 (4) (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)
Jean Daunizeau, Anna E. Vaudano, Louis Lemieux
Bayesian multi-modal model comparison: A case study on the generators of the spike and the wave in generalized spike-wave complexes. NeuroImage 49 (1) (2010)
Karl J. Friston, Jean Daunizeau, James Kilner, Stefan J. Kiebel
Action and behavior: a free-energy formulation. Biol. Cybern. 102 (3) (2010)
Jean Daunizeau, Stefan J. Kiebel, Karl J. Friston
Dynamic causal modelling of distributed electromagnetic responses. NeuroImage 47 (2) (2009)
Stefan J. Kiebel, Jean Daunizeau, Karl J. Friston
Perception and hierarchical dynamics. Frontiers Neuroinformatics 3 (2009)
Klaas Enno Stephan, Will D. Penny, Jean Daunizeau, Rosalyn J. Moran, Karl J. Friston
Bayesian model selection for group studies. NeuroImage 46 (4) (2009)
André C. Marreiros, Stefan J. Kiebel, Jean Daunizeau, Lee M. Harrison, Karl J. Friston
Population dynamics under the Laplace assumption. NeuroImage 44 (3) (2009)
Stefan J. Kiebel, Katharina von Kriegstein, Jean Daunizeau, Karl J. Friston
Recognizing Sequences of Sequences. PLoS Comput. Biol. 5 (8) (2009)
Klaas Enno Stephan, Will D. Penny, Jean Daunizeau, Rosalyn J. Moran, Karl J. Friston
Corrigendum to "Bayesian model selection for group studies" [NeuroImage 46 (2009) 1005-1017]. NeuroImage 48 (1) (2009)
Helmut Laufs, Jean Daunizeau, David W. Carmichael, Andreas Kleinschmidt
Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging. NeuroImage 40 (2) (2008)
Karl J. Friston, Lee M. Harrison, Jean Daunizeau, Stefan J. Kiebel, Christophe Phillips, Nelson J. Trujillo-Barreto, Richard N. Henson, Guillaume Flandin, Jérémie Mattout
Multiple sparse priors for the M/EEG inverse problem. NeuroImage 39 (3) (2008)
Lee M. Harrison, William D. Penny, Jean Daunizeau, Karl J. Friston
Diffusion-based spatial priors for functional magnetic resonance images. NeuroImage 41 (2) (2008)
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)
André C. Marreiros, Jean Daunizeau, Stefan J. Kiebel, Karl J. Friston
Population dynamics: Variance and the sigmoid activation function. NeuroImage 42 (1) (2008)
Klaas Enno Stephan, Lars Kasper, Lee M. Harrison, Jean Daunizeau, Hanneke E. M. den Ouden, Michael Breakspear, Karl J. Friston
Nonlinear dynamic causal models for fMRI. NeuroImage 42 (2) (2008)
Stefan J. Kiebel, Jean Daunizeau, Karl J. Friston
A Hierarchy of Time-Scales and the Brain. PLoS Comput. Biol. 4 (11) (2008)
Stefan J. Kiebel, Jean Daunizeau, Christophe Phillips, Karl J. Friston
Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG. NeuroImage 39 (2) (2008)
Saâd Jbabdi, Pierre Bellec, Roberto Toro, Jean Daunizeau, Mélanie Pélégrini-Issac, Habib Benali
Accurate Anisotropic Fast Marching for Diffusion-Based Geodesic Tractography. Int. J. Biomed. Imaging 2008 (2008)
Christophe Grova, Jean Daunizeau, Eliane Kobayashi, Andrew P. Bagshaw, Jean-Marc Lina, François Dubeau, Jean Gotman
Concordance between distributed EEG source localization and simultaneous EEG-fMRI studies of epileptic spikes. NeuroImage 39 (2) (2008)
Karl J. Friston, Nelson J. Trujillo-Barreto, Jean Daunizeau
DEM: A variational treatment of dynamic systems. NeuroImage 41 (3) (2008)
Jean Daunizeau, Karl J. Friston
A mesostate-space model for EEG and MEG. NeuroImage 38 (1) (2007)
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)
Jean Daunizeau, Christophe Grova, Guillaume Marrelec, Jérémie Mattout, Saâd Jbabdi, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali
Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework. NeuroImage 36 (1) (2007)
Christophe Grova, Jean Daunizeau, Jean-Marc Lina, Christian G. Bénar, Habib Benali, Jean Gotman
Evaluation of EEG localization methods using realistic simulations of interictal spikes. NeuroImage 29 (3) (2006)
Jean Daunizeau, Jérémie Mattout, Diego Clonda, Bernard Goulard, Habib Benali, Jean-Marc Lina
Bayesian spatio-temporal approach for EEG source reconstruction: conciliating ECD and distributed models. IEEE Trans. Biomed. Eng. 53 (3) (2006)
Guillaume Marrelec, Jean Daunizeau, Mélanie Pélégrini-Issac, Julien Doyon, Habib Benali
Conditional correlation as a measure of mediated interactivity in fMRI and MEG/EEG. IEEE Trans. Signal Process. 53 (9) (2005)
Jean Daunizeau, Christophe Grova, Jérémie Mattout, Guillaume Marrelec, Diego Clonda, Bernard Goulard, Mélanie Pélégrini-Issac, Jean-Marc Lina, Habib Benali
Assessing the relevance of fMRI-based prior in the EEG inverse problem: a bayesian model comparison approach. IEEE Trans. Signal Process. 53 (9) (2005)
Jean Daunizeau, Habib Benali, Jérémie Mattout, Jean-Marc Lina, Bernard Goulard
Data-Driven Cortex Parcelling: A Regularization Tool for the EEG/MEG Inverse Problem. ISBI (2004)
Jérémie Mattout, Jean Daunizeau, Mélanie Pélégrini-Issac, Line Garnero, Habib Benali
Better Conditioning the MEG/EEG Inverse Problem: The Multivariate Source Prelocalization Approach. ISBI (2004)
Jérémie Mattout, Mélanie Pélégrini-Issac, Anne Bellio, Jean Daunizeau, Habib Benali
Localization Estimation Algorithm (LEA): A Supervised Prior-Based Approach for Solving the EEG/MEG Inverse Problem. IPMI (2003)
Jérémie Mattout, Jean Daunizeau, Mélanie Pélégrini-Issac, Habib Benali
Statistical method for source localization in MEG/EEG tomographic reconstruction problem. ICIP (1) (2001)