The references below are categorized into standard articles, book chapters and conference proceedings. ORIGINAL PUBLICATIONS IN PEER-REVIEWED JOURNALS Ten simple rules for dynamic causal modelling K. E. Stephan, W.D. Penny, R. J. Moran, H. E. Den Ouden, J. Daunizeau, K. J. Friston Neuroimage (2010): in press. Variational Bayesian identification and prediction of stochastic nonlinear dynamic causal models J. Daunizeau, K.J. Friston, S.J. Kiebel Physica D: nonlinear phenomena (2009), 238: 2089-2118. [PDF] [technical note] The combination of EEG source imaging and EEG-correlated functional MRI to map epileptic networks S. Vulliemoz, L. Lemieux, J. Daunizeau, C. M. Michel, J. S. Duncan Epilepsia (2009), 50: 1-15. [PDF] Recognizing sequence of sequences S.J. Kiebel, K. von Kriegstein, J. Daunizeau, K.J. Friston Plos Comp. Biol 5(8): e1000464. [PDF] Bayesian multi-modal model comparison: a case study on the generators of the spike and the wave in Generalized Spike-Wave complexes J. Daunizeau, A. Vaudano, L. Lemieux Neuroimage (2009), 49: 656-667 [PDF] Reinforcement learning or active inference K. J. Friston, J. Daunizeau, S.J. Kiebel Plos ONE 4(7): e6421. [PDF] Perception and hierarchical dynamics S.J. Kiebel, J. Daunizeau, K. J. Friston Frontiers in neuroinformatics (2009), 3: 20. [PDF] Dynamic causal modeling of distributed electromagnetic responses J. Daunizeau, S. J. Kiebel, K. J. Friston Neuroimage (2009), 47: 590-601 [PDF] Bayesian model selection for group studies K. E. Stephan, W. D. Penny, J. Daunizeau, R. J. Moran, K. J. Friston Neuroimage (2009), 46: 1004-1017. [PDF] Population dynamics under the Laplace assumption A. C. Marreiros, J, Daunizeau, S. Kiebel, L. Harrison, K. J. Friston Neuroimage (2008), 44: 701-714. [PDF] A hierarchy of time scales and the brain S.J. Kiebel, J. Daunizeau, K.J. Friston PLoS Comput Biol (2008) 4(11): e1000209. [PDF] Integrated Bayesian models of learning and decision making for saccadic eye movements K. H. Brodersen, W. D. Penny, L. M. Harrison, J. Daunizeau, C. Ruff, E. Duzel, K. J. Friston, K. E. Stephan Neural Networks (2008), 21: 1247-1260. [PDF] Subliminal instrumental conditioning demonstrated in the Human brain M. Pessiglione, P. Petrovic, J. Daunizeau, S. Palminteri, R. J. Dolan, C. D. Frith Neuron (2008), 59: 561-567. [PDF] Nonlinear dynamic causal models for fMRI K. E. Stephan, L.M. Harrison, L. Kasper, M. Breakspear, J. Daunizeau, H. Den Ouden, K.J. Friston Neuroimage (2008), 42: 649-662. [PDF] Population dynamics: variance and the sigmoid activation function A. C. Marreiros, J. Daunizeau, S. J. Kiebel, K. J. Friston Neuroimage (2008),42: 147-157. [PDF] DEM: a variational treatment of dynamic systems K. J. Friston, N. J. Trujillo, J. Daunizeau Neuroimage (2008), 41: 849-885. [PDF] Diffusion-based priors for single subject functional magnetic resonance images L. M. Harrison, W. Penny, J. Daunizeau and K.J. Friston Neuroimage (2008), 41: 408-423. [PDF] Recent advances in recording electrophysiological data simultaneously with magnetic resonance imaging H. Laufs, J. Daunizeau, D. W. Carmichael, A. Kleinschmidt Neuroimage (2008), 40: 515-528. [PDF]. Assessing the concordance between distributed EEG source localization and simultaneous EEG-fMRI studies of epileptic spikes C. Grova, J. Daunizeau, E. Kobayashi, A.P. Bagshaw, J. M. Lina, F. Dubeau & J. Gotman NeuroImage (2008),39: 755-774. [PDF] Accurate anisotropic fast marching for diffusion-based geodesic tractography S. Jbabdi, P. Bellec, R. Toro, J. Daunizeau, M. Pelegrini-Issac, H. Benali Int. J. Biomed. Imag. (2007), doi:10.1155/2008/320195. [PDF] Multiple sparse priors for the M/EEG inverse problem K. Friston, L. M. Harrison, J. Daunizeau, S. Kiebel, C. Phillips, N. Trujillo-Barreto, R. Henson and J. Mattout Neuroimage (2007), 39 : 1104-1120. [PDF] Variational Bayesian inversion of the equivalent current dipole model in EEG/MEG S.J Kiebel, J. Daunizeau, C. Philips, K. J. Friston Neuroimage (2007), 39: 728:741. [PDF] A mesostate-space model for EEG and MEG J. Daunizeau, K. Friston Neuroimage (2007), 38 : 67-81. [PDF] A neural mass model of spectral responses in electrophysiology R. J. Moran, S.J. Kiebel, K.E. Stefan, R.B. Reilly, J. Daunizeau and K. J. Friston Neuroimage (2007), 37 : 706-720. [PDF] Symmetrical event-related EEG/fMRI information fusion in a variational Bayesian framework J. Daunizeau, C. Grova, G. Marrelec, J. Mattout, S. Jbabdi, M. Pélégrini-Issac, J.M. Lina & H. Benali NeuroImage (2007), 3 : 69-87. [PDF] [erratum] Bayesian spatio-temporal approach for EEG sources reconstruction: conciliating ECD and distributed models J. Daunizeau, J. Mattout, D. Clonda, B. Goulard, H. Benali & J. M. Lina IEEE Trans. Biomed. Eng. (2006), 53 : 503-516. [PDF] Evaluation of EEG localization methods using realistic simulations of interictal spikes C. Grova, J. Daunizeau, C. Bénar, H. Benali & J. Gotman Neuroimage (2006), 29 : 734-753. [PDF] Assessing the relevance of fMRI-based prior in the EEG inverse problem: a Bayesian model comparison approach J. Daunizeau, C. Grova, J. Mattout, G. Marrelec, D. Clonda, B. Goulard, J. M. Lina & H. Benali IEEE Trans. Sign. Process. (2005), 53 : 3461-3472. [PDF] Conditional Correlation as a Measure of Mediated Interactivity in fMRI and MEG/EEG G. Marrelec, J. Daunizeau, M. Pélégrini-Issac, J. Doyon & H. Benali IEEE Trans. Sign. Process. (2005), 53 : 3503-3516. [PDF] BOOK CHAPTERS EEG-fMRI information fusion: biophysics and data analysis J. Daunizeau, H. Laufs, K. J. Friston in Mulert, Lemieux (Eds) EEG-fMRI- Physiology, Technique and Applications, Springer DE, in press. [PDF] Bayesian inversion of EEG models (book chapter 29) J. Mattout, C. Phillips, J. Daunizeau & K. J. Friston in Statistical Parametric Mapping, the analysis of functional brain images, Elsevier, Academic Press (2007), p. 367-375. Bayesian inversion for induced responses (book chapter 30) J. Mattout, C. Phillips, J. Daunizeau & K. Friston in Statistical Parametric Mapping, the analysis of functional brain images, Elsevier, Academic Press (2007), p. 377-390. Localisation et dynamique de l’activité cérébrale par fusion d’informations multimodales EEG/IRMf J. Daunizeau thèse de doctorat (Université Paris-Sud/Université de Montréal, 2005). [PDF] PROCEEDINGS IN INTERNATIONAL CONFERENCES Stochastic Dynamic Causal Modelling J. Daunizeau, S. Kiebel, K. Friston Proc. of the Hum. Brain Mapp. (OHBM 2009), accepted. Observing the Observer: a nested Bayesian approach to studies of learning and decision making J. Daunizeau, K. E. Stephan, H. Den Ouden, M. Pessiglione, K. J. Friston Proc. of the Hum. Brain Mapp. (OHBM 2008), accepted. Dynamic causal modelling of distributed electromagnetic responses J. Daunizeau, S. Kiebel, K. J. Friston Proc. of the Hum. Brain Mapp. (OHBM 2008), accepted. Observing the Observer J. Daunizeau, K. E. Stephan, H. Den Ouden, M. Pessiglione, K. J. Friston Cosyne08 – 2008, accepted. Crossmodal conditionning to dynamic auditory-visual contingencies H. Den Ouden, J. Daunizeau, Q. Huys, K. J. Friston, K. E. Stephan Cosyne08- 2008, accepted. Variational Bayesian deterministic annealing approach for nonlinear stochastic dynamic systems J. Daunizeau, K. J. Friston, S. Kiebel Nonlinear Dynamical Analysis – 2007, accepted. A mesostate-space model for EEG and MEG J. Daunizeau, K. J. Friston Proc. of the Hum. Brain Mapp. (OHBM 2007), accepted. Ensemble density causal models (eDCM) as opposed to neural mass models (mDCM) A. Marreiros, J. Daunizeau, L.M. Harrison, S.J. Kiebel, K.J. Friston Proc. of the Hum. Brain Mapp. (OHBM 2007), accepted. Nonlinear dynamical causal models for fMRI K. E. Stephan, L.M. Harrison, J. Daunizeau, H. Den Ouden, K.J. Friston Proc. of the Hum. Brain Mapp. (OHBM 2007), accepted. Crossmodal conditioning to dynamic auditory-visual contingencies H. Den Ouden, J. Daunizeau, K. J. Friston, J. Roiser, K. E. Stefan Proc. of the Hum. Brain Mapp. (OHBM 2007), accepted. MEG source localization of single trial versus average data : an evaluation using realistic simulations C. Grova, J. M. Lina, J. Daunizeau, A. S. Dubarry, J. Gotman & P. Jolicoeur Proc. of the Hum. Brain Mapp. (OHBM 2007), accepted. Variational Bayesian treatment of event-related joint EEG/fMRI datasets J. Daunizeau, S. Jbabdi, C. Grova, J. Mattout, G. Marrelec, J.M. Lina, H. Benali Proc. of the Hum. Brain Mapp. (OHBM 2006), accepted. An MEG/EEG analysis toolbox for BrainVISA A. Barbot, K. N'Diaye, S. Baillet , J. Daunizeau, A. Bellio, J. Mattout, M. Pélégrini-Issac, Y. Cointepas, D. Rivière, A. Ducorps & D. Schwartz Proc. of the Hum. Brain Mapp. (OHBM 2006), accepted. Bayesian spatio-temporal modeling for structured noise removal in fMRI V. Perlbarg, J. Daunizeau, P. Bellec, H. Benali Proc. of the Hum. Brain Mapp. (OHBM 2006), accepted. Assessing the relevance of fMRI-based prior in the EEG inverse problem: a Bayesian model comparison approach J. Daunizeau, C. Grova, J. Mattout, G. Marrelec, D. Clonda, B. Goulard, J. M. Lina & H. Benali Proc. of the Hum. Brain Mapp. (OHBM 2005), accepted. Evaluation of EEG source localization methods using realistic simulations of interictal spikes C. Grova, J. Daunizeau, J. M. Lina, C. G. Benar, H. Benali & J. Gotman Proceedings of the 11th International Conference on Proc. of the Hum. Brain Mapp. (OHBM 2005), accepted. Assessing the concordance between EEG source localization and simultaneous EEG/fMRI studies C. Grova, J. Daunizeau, A. Bagshaw, E. Kobayashi, J. M. Lina, F. Dubeau & J. Gotman Am. Epilepsy Soc. Am. Clin. Neurophysiol. Soc. Joint Ann. Meeting (2005), Epilepsia 46 Suppl. 8: 316 (Abst. 3.117). Data-driven cortex parceling: a regularization tool for the EEG/MEG inverse problem J. Daunizeau, J. Mattout, B. Goulard, J. M. Lina & H. Benali Int. Symposium on Biomed. Imag. (ISBI 2004), 1343-1346. EEG/MEG data-driven cortex parcelling J. Daunizeau, J. Mattout, B. Goulard, J. M. Lina & H. Benali Proc. of the Hum. Brain Mapp. (OHBM 2004), accepted. Better conditioning the MEG/EEG inverse methods: the multivariate source prelocalization approach J. Mattout, J. Daunizeau, H. Benali & L. Garnero Int. Symposium on Biomed. Imag. (ISBI 2004), 1361-1364. Localization estimation algorithm (LEA): a supervised prior-based approach for solving the EEG/MEG inverse problem J. Mattout, M. Pélégrini-Issac, A. Bellio, J. Daunizeau, L. Garnero & H. benali Inf. Process. In Med. Imag. (IPMI 2003), C.J. Taylor; J.A. Noble, eds., 2003 536-547, Springer-Verlag, Berlin. INVITED TALKS IN INTERNATIONAL CONFERENCES Stochastic Dynamic Causal Modelling - in the "Inverse problems in brain imaging and multimodal data fusion" workshop, Montreal, Canada, 08/2009 - in “the K. Worsley workshop on Computational Modeling of Brain Dynamics”, Bannf, Canada, 06/2009 1^st SPM for EEG/MEG course (all presentations), [zip] (54 Mb) in University of Seoul, Korea, 11/2008. An introduction to stochastic dynamics and their (variational) Bayesian inversion, [ppt] (7.7 Mb)  in 14th annual meeting of the organization for Human Brain Mapping, Melbourne, Australia, 06/2008. Observing the observer, [ppt] (2.8 Mb)  in Brain Connectivity Workshop, Sydney, Australia, 06/2008. EEG/MEG source reconstruction [ppt] (5.2Mb) in SPM shortcourse, London, UK, 05/2009. Bayesian inference, [ppt] (13.0 Mb) - in SPM shortcourse, London, UK, 05/2008. - in SPM shortcourse, London, UK., 05/2007 A mesostate-space model for EEG and MEG, [ppt] (15.7 Mb)  - in COST Neuromaths, Rome, Italy, 12/2007. - in Brain Modes, Berlin, Germany, 11/2007. - in 1st British-Cuban workshop on neuroimaging, La Havana, Cuba, 11/2006. Variational Bayesian deterministic annealing approach for nonlinear stochastic dynamic systems, [ppt] (5.1 Mb)  in Nonlinear dynamical analysis, St Petersburg, Russia, 06/2007.