K. Ansari-asl, J. J. Bellanger, F. Bartolomei, F. Wendling, and L. Senhadji, Time-Frequency Characterization of Interdependencies in Nonstationary Signals: Application to Epileptic EEG, IEEE Transactions on Biomedical Engineering, vol.52, issue.7, pp.52-1218, 2005.
DOI : 10.1109/TBME.2005.847541

URL : https://hal.archives-ouvertes.fr/inserm-00130426

K. Ansari-asl, L. Senhadji, J. J. Bellanger, and F. Wendling, Quantitative evaluation of linear and nonlinear methods characterizing interdependencies between brain signals, Physical Review E, vol.74, issue.3, pp.74-031916, 2006.
DOI : 10.1103/PhysRevE.74.031916

URL : https://hal.archives-ouvertes.fr/inserm-00129780

M. Chávez, L. Van-quyen, M. Navarro, V. Baulac, M. Martinerie et al., Spatio-temporal dynamics prior to neocortical seizures: amplitude versus phase couplings, IEEE Transactions on Biomedical Engineering, vol.50, issue.5, pp.50-571, 2003.
DOI : 10.1109/TBME.2003.810696

D. Silva, F. L. Hoeks, A. Smits, H. Zetterberg, and L. H. , Model of brain rhythmic activity, Kybernetik, vol.1, issue.1, pp.27-37, 1974.
DOI : 10.1007/BF00270757

O. David, S. J. Kiebel, L. M. Harrison, J. Mattout, J. M. Kilner et al., Dynamic causal modeling of evoked responses in EEG and MEG, NeuroImage, vol.30, issue.4, pp.1255-1272, 2006.
DOI : 10.1016/j.neuroimage.2005.10.045

URL : https://hal.archives-ouvertes.fr/inserm-00388967

O. David and K. J. Friston, A neural mass model for MEG/EEG:, NeuroImage, vol.20, issue.3, pp.1743-1755, 2003.
DOI : 10.1016/j.neuroimage.2003.07.015

P. J. Franaszczuk and G. K. Bergey, An autoregressive method for the measurement of synchronization of interictal and ictal EEG signals, Biological Cybernetics, vol.81, issue.1, pp.3-9, 1999.
DOI : 10.1007/s004220050540

M. G. Frei, H. P. Zaveri, S. Arthurs, G. K. Bergey, C. C. Jouny et al., Controversies in epilepsy: Debates held during the Fourth International Workshop on Seizure Prediction, Controversies in epilepsy: debates held during the Fourth International Workshop on Seizure Prediction, pp.4-16, 2010.
DOI : 10.1016/j.yebeh.2010.06.009

K. J. Friston, A. Bastos, V. Litvak, K. E. Stephan, P. Fries et al., DCM for complex-valued data: Cross-spectra, coherence and phase-delays, NeuroImage, vol.59, issue.1, pp.439-455, 2012.
DOI : 10.1016/j.neuroimage.2011.07.048

C. C. Jouny, P. J. Franaszczuk, and G. K. Bergey, Signal complexity and synchrony of epileptic seizures: is there an identifiable preictal period?, Clinical Neurophysiology, vol.116, issue.3, pp.552-558, 2005.
DOI : 10.1016/j.clinph.2004.08.024

B. Li, J. Daunizeau, K. E. Stephan, W. Penny, D. Hu et al., Generalised filtering and stochastic DCM for fMRI, NeuroImage, vol.58, issue.2, pp.58-442, 2011.
DOI : 10.1016/j.neuroimage.2011.01.085

S. J. Kiebel, O. David, and K. J. Friston, Dynamic causal modelling of evoked responses in EEG/MEG with lead field parameterization, NeuroImage, vol.30, issue.4, pp.1273-1284, 2006.
DOI : 10.1016/j.neuroimage.2005.12.055

URL : https://hal.archives-ouvertes.fr/inserm-00388972

P. Mirowski, D. Madhavan, Y. Lecun, and R. Kuzniecky, Classification of patterns of EEG synchronization for seizure prediction, Clinical Neurophysiology, vol.120, issue.11, pp.1927-1940, 2009.
DOI : 10.1016/j.clinph.2009.09.002

F. Mormann, K. Lehnertz, P. David, and C. Elger, Mean phase coherence as a measure for phase synchronization and its application to the EEG of epilepsy patients, Physica D: Nonlinear Phenomena, vol.144, issue.3-4, pp.358-369, 2000.
DOI : 10.1016/S0167-2789(00)00087-7

F. Mormann, R. G. Andrzejak, C. E. Elger, and K. Lehnertz, Seizure prediction: the long and winding road, Brain, vol.130, issue.2, pp.314-333, 2007.
DOI : 10.1093/brain/awl241

T. I. Netoff and S. J. Schiff, Decreased neuronal synchronization during experimental seizures, The Journal of neuroscience, vol.22, issue.16, pp.7297-7307, 2002.

W. D. Penny, V. Litvak, L. Fuentemilla, E. Duzel, and K. Friston, Dynamic Causal Models for phase coupling, Journal of Neuroscience Methods, vol.183, issue.1, pp.19-30, 2009.
DOI : 10.1016/j.jneumeth.2009.06.029

A. Pikovsky, M. Rosenblum, and J. Kurths, Synchronization: a universal concept in nonlinear sciences, 2003.
DOI : 10.1017/CBO9780511755743

V. Sakkalis, C. D. Giurcaneanu, P. Xanthopoulos, M. E. Zervakis, V. Tsiaras et al., Assessment of Linear and Nonlinear Synchronization Measures for Analyzing EEG in a Mild Epileptic Paradigm, IEEE Transactions on Information Technology in Biomedicine, vol.13, issue.4, pp.433-441, 2009.
DOI : 10.1109/TITB.2008.923141

B. Schelter, M. Winterhalder, T. Maiwald, A. Brandt, A. Schad et al., Testing statistical significance of multivariate time series analysis techniques for epileptic seizure prediction, Chaos: An Interdisciplinary Journal of Nonlinear Science, vol.16, issue.1, pp.13108-013108, 2006.
DOI : 10.1063/1.2137623

F. Shayegh, R. Amirfattahi, S. Sadri, K. Ansari-asl, and M. H. Saraaee, Defining a New Measure for Synchronization of Multi-Channel Epileptic Depth-EEG Signals based on Identification of Parameters of a Computational Model, Intelligent Systems and Control / 742: Computational Bioscience, pp.344-350, 2011.
DOI : 10.2316/P.2011.742-020

F. Shayegh, J. J. Bellanger, S. Sadri, R. Amirfattahi, K. Ansari-asl et al., Analysis of the behavior of a seizure neural mass model using describing functions, Journal of Medical Signals and Sensors, vol.3, issue.1, 2013.
URL : https://hal.archives-ouvertes.fr/inserm-00847308

F. Shayegh, S. Sadri, R. Amirfattahi, and K. Ansari-asl, A model-based method for computation of correlation dimension, Lyapunov exponents and synchronization from depth-EEG signals. Computer methods and programs in biomedicine, pp.323-337, 2014.

F. Shayegh, S. Sadri, R. Amirfattahi, and K. Ansari-asl, Proposing a two-level stochastic model for epileptic seizure genesis, Journal of Computational Neuroscience, vol.97, issue.3, pp.1-15, 2013.
DOI : 10.1007/s10827-013-0457-5

F. Wendling, J. J. Bellanger, F. Bartolomei, and P. Chauvel, Relevance of nonlinear lumped-parameter models in the analysis of depth-EEG epileptic signals, Biological Cybernetics, vol.83, issue.4, pp.367-378, 2000.
DOI : 10.1007/s004220000160

F. Wendling, F. Bartolomei, J. J. Bellanger, and P. Chauvel, Epileptic fast activity can be explained by a model of impaired GABAergic dendritic inhibition, European Journal of Neuroscience, vol.38, issue.9, pp.1499-1508, 2002.
DOI : 10.1007/s004220050191

F. Wendling, K. Ansari-asl, F. Bartolomei, and L. Senhadji, From EEG signals to brain connectivity: A model-based evaluation of interdependence measures, Journal of Neuroscience Methods, vol.183, issue.1, pp.9-1851, 2009.
DOI : 10.1016/j.jneumeth.2009.04.021

URL : https://hal.archives-ouvertes.fr/inserm-00387863