R. Agrawal and R. Srikant, Fast Algorithms for Mining Association Rules, Proc. of the 20th Int'l Conference on Very Large Databases, p.487, 1994.

G. Alarcon, J. J. Garcia-seoane, C. D. Binnie, M. Miguel, M. C. Juler et al., Origin and propagation of interictal discharges in the acute electrocorticogram. Implications for pathophysiology and surgical treatment of temporal lobe epilepsy, Brain, vol.120, issue.12, pp.2259-82, 1997.
DOI : 10.1093/brain/120.12.2259

G. Alarcon, C. N. Guy, C. D. Binnie, S. R. Walker, R. D. Elwes et al., Intracerebral propagation of interictal activity in partial epilepsy: implications for source localisation., Journal of Neurology, Neurosurgery & Psychiatry, vol.57, issue.4, pp.435-484, 1994.
DOI : 10.1136/jnnp.57.4.435

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.1218-1244, 2005.
DOI : 10.1109/TBME.2005.847541
URL : https://hal.archives-ouvertes.fr/inserm-00130426

J. Arnhold, P. Grassberger, K. Lenhertz, and C. Elger, A robust method for detecting interdependences: application to intracranially recorded EEG, Physica D: Nonlinear Phenomena, vol.134, issue.4, pp.419-430, 1999.
DOI : 10.1016/S0167-2789(99)00140-2

E. Asano, O. Muzik, A. Shah, C. Juhasz, D. C. Chugani et al., Quantitative Interictal Subdural EEG Analyses in Children with Neocortical???Epilepsy, Quantitative interictal subdural EEG analyses in children with neocortical epilepsy, pp.425-459, 2003.
DOI : 10.1046/j.1528-1157.2003.38902.x

M. Avoli and M. Barbarosie, Interictal-ictal interactions and limbic seizure generation, Rev Neurol, vol.155, pp.468-71, 1999.

J. Badier and P. Chauvel, Spatio-temporal characteristics of paroxysmal interictal events in human temporal lobe epilepsy, Journal of Physiology-Paris, vol.89, issue.4-6, pp.255-264, 1995.
DOI : 10.1016/0928-4257(96)83642-4

J. Bancaud and J. Talairach, Methodology of stereo EEG exploration and surgical intervention in epilepsy], Rev Otoneuroophtalmol, vol.45, pp.315-343, 1973.

D. S. Barth, W. Sutherling, J. Engle, . Jr, and J. Beatty, Neuromagnetic evidence of spatially distributed sources underlying epileptiform spikes in the human brain, Science, vol.223, issue.4633, pp.293-299, 1984.
DOI : 10.1126/science.6422552

F. Bartolomei, F. Wendling, J. J. Bellanger, J. Regis, and P. Chauvel, Neural networks involving the medial temporal structures in temporal lobe epilepsy, Neural networks involving the medial temporal structures in temporal lobe epilepsy, pp.1746-60, 2001.
DOI : 10.1016/S1388-2457(01)00591-0

M. Basseville and I. Nikiforov, Detection of Abrupt Changes:Theory and Application. Information and system science series, 1993.
URL : https://hal.archives-ouvertes.fr/hal-00008518

J. Bourien, F. Bartolomei, J. J. Bellanger, M. Gavaret, P. Chauvel et al., A method to identify reproducible subsets of co-activated structures during interictal spikes. Application to intracerebral EEG in temporal lobe epilepsy, Clinical Neurophysiology, vol.116, issue.2, pp.443-55, 2005.
DOI : 10.1016/j.clinph.2004.08.010

J. Bourien, J. J. Bellanger, F. Bartolomei, P. Chauvel, and F. Wendling, Mining Reproducible Activation Patterns in Epileptic Intracerebral EEG Signals: Application to Interictal Activity, IEEE Transactions on Biomedical Engineering, vol.51, issue.2, pp.304-319, 2004.
DOI : 10.1109/TBME.2003.820397

A. Bragin, C. L. Wilson, J. Engel, and . Jr, Chronic Epileptogenesis Requires Development of a Network of Pathologically Interconnected Neuron Clusters: A Hypothesis, Epilepsia, vol.1, issue.s6, pp.144-52, 2000.
DOI : 10.1016/0301-0082(91)90011-O

M. Brazier, Spread of seizure discharges in epilepsy: Anatomical and electrophysiological considerations, Experimental Neurology, vol.36, issue.2, pp.263-72
DOI : 10.1016/0014-4886(72)90022-2

R. S. Briellmann, G. D. Jackson, G. S. Pell, L. A. Mitchell, and D. F. Abbott, Structural abnormalities remote from the seizure focus: A study using T2 relaxometry at 3 T, Neurology, vol.63, issue.12, pp.2303-2311, 2004.
DOI : 10.1212/01.WNL.0000148646.31755.59

M. W. Brown, B. E. Porter, D. J. Dlugos, J. Keating, A. B. Gardner et al., Comparison of novel computer detectors and human performance for spike detection in intracranial EEG, Clinical Neurophysiology, vol.118, issue.8, pp.1744-52, 2007.
DOI : 10.1016/j.clinph.2007.04.017

M. Caparos, V. Louis-dorr, F. Wendling, L. Maillard, and D. Wolf, Automatic lateralization of temporal lobe epilepsy based on scalp EEG, Clinical Neurophysiology, vol.117, issue.11, pp.2414-2437, 2006.
DOI : 10.1016/j.clinph.2006.07.305
URL : https://hal.archives-ouvertes.fr/hal-00117479

N. Chakravarthy, S. Sabesan, L. D. Iasemidis, and K. Tsakalis, CONTROLLING SYNCHRONIZATION IN A NEURON-LEVEL POPULATION MODEL, International Journal of Neural Systems, vol.17, issue.02, pp.123-138, 2007.
DOI : 10.1142/S0129065707000993

G. Chatrian, L. Bergamini, M. Dondey, and D. Klass, Lennox-Buctal, M. & Petersen, I. 1974 A glossary of terms most commonly used by clinical electroencephalographers, Electroencephalogr Clin Neurophysiol, pp.538-586

P. Chauvel, P. Buser, J. M. Badier, C. Liegeois-chauvel, P. Marquis et al., The " epileptogenic zone " in humans: representation of intercritical events by spatio-temporal maps], Rev Neurol, vol.143, pp.443-50, 1987.

O. D. Creutzfeldt, G. Bodenstein, and J. S. Barlow, Computerized EEG pattern classification by adaptive segmentation and probability density function classification. Clinical evaluation, Electroencephalography and Clinical Neurophysiology, vol.60, issue.5, pp.373-93, 1985.
DOI : 10.1016/0013-4694(85)91012-0

R. Duckrow and S. Spencer, Regional coherence and the transfer of ictal activity during seizure onset in the medial temporal lobe, Electroencephalography and Clinical Neurophysiology, vol.82, issue.6, pp.415-422, 1992.
DOI : 10.1016/0013-4694(92)90046-K

M. Dumpelmann and C. E. Elger, Visual and Automatic Investigation of Epileptiform Spikes in Intracranial EEG Recordings, Epilepsia, vol.35, issue.3, pp.275-85, 1999.
DOI : 10.1016/0013-4694(92)90127-4

J. S. Ebersole and S. Hawes-ebersole, Clinical Application of Dipole Models in the Localization of Epileptiform Activity, Journal of Clinical Neurophysiology, vol.24, issue.2, pp.120-129, 2007.
DOI : 10.1097/WNP.0b013e31803ece13

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

J. Gotman, Interhemispheric interactions in seizures of focal onset: data from human intracranial recordings, Electroencephalography and Clinical Neurophysiology, vol.67, issue.2, pp.120-133, 1987.
DOI : 10.1016/0013-4694(87)90034-4

J. Gotman, Automatic Detection of Seizures and Spikes, Journal of Clinical Neurophysiology, vol.16, issue.2, pp.130-170, 1999.
DOI : 10.1097/00004691-199903000-00005

J. Gotman and L. Y. Wang, State dependent spike detection: validation, Electroencephalography and Clinical Neurophysiology, vol.83, issue.1, pp.12-20, 1992.
DOI : 10.1016/0013-4694(92)90127-4

B. Gourevitch, R. L. Bouquin-jeannes, and G. Faucon, Linear and nonlinear causality between signals: methods, examples and neurophysiological applications, Biological Cybernetics, vol.42, issue.1, pp.349-69, 2006.
DOI : 10.1007/s00422-006-0098-0
URL : https://hal.archives-ouvertes.fr/hal-00315277

W. A. Hauser and J. R. Lee, Do seizures beget seizures?, Prog Brain Res, vol.135, pp.215-224, 2002.
DOI : 10.1016/S0079-6123(02)35021-0

A. Hufnagel, M. Dumpelmann, J. Zentner, O. Schijns, and C. E. Elger, Clinical Relevance of Quantified Intracranial Interictal Spike Activity in Presurgical Evaluation of Epilepsy, Epilepsia, vol.39, issue.4, pp.467-78, 2000.
DOI : 10.1002/ana.410340513

L. D. Iasemidis, J. C. Sackellares, H. P. Zaveri, and W. J. Williams, Phase space topography and the Lyapunov exponent of electrocorticograms in partial seizures, Brain Topography, vol.16, issue.3, pp.187-201, 1990.
DOI : 10.1007/BF01140588

L. D. Iasemidis, Epileptic seizure prediction and control, IEEE Transactions on Biomedical Engineering, vol.50, issue.5, pp.549-558, 2003.
DOI : 10.1109/TBME.2003.810705

C. J. James and C. W. Hesse, Independent component analysis for biomedical signals, Physiological Measurement, vol.26, issue.1, pp.15-39, 2005.
DOI : 10.1088/0967-3334/26/1/R02

A. Kachenoura, L. Albera, L. Senhadji, and P. Comon, Ica: a potential tool for bci systems, IEEE Signal Processing Magazine, vol.25, issue.1, pp.57-68, 2008.
DOI : 10.1109/MSP.2008.4408442
URL : https://hal.archives-ouvertes.fr/inserm-00202706

S. N. Kalitzin, J. Parra, D. N. Velis, and F. H. Lopes-da-silva, Quantification of Unidirectional Nonlinear Associations Between Multidimensional Signals, IEEE Transactions on Biomedical Engineering, vol.54, issue.3, pp.454-61, 2007.
DOI : 10.1109/TBME.2006.888828

K. Lehnertz, Non-linear time series analysis of intracranial EEG recordings in patients with epilepsy ??? an overview, International Journal of Psychophysiology, vol.34, issue.1, pp.45-52, 1999.
DOI : 10.1016/S0167-8760(99)00043-4

K. Lehnertz, G. Widman, R. Andrzejak, J. Arnhold, and C. E. Elger, Is it possible to anticipate seizure onset by non-linear analysis of intracerebral EEG in human partial epilepsies?, Rev Neurol, vol.155, pp.454-460, 1999.

F. Lopes-da-silva, W. Blanes, S. N. Kalitzin, J. Parra, P. Suffczynski et al., Epilepsies as Dynamical Diseases of Brain Systems: Basic Models of the Transition Between Normal and Epileptic Activity, Epilepsia, vol.143, issue.s12, pp.72-83, 2003.
DOI : 10.1007/s002210100682

H. Mannila, H. Toivonen, and A. Verkamo, Efficient algorithms for discovering association rules, AAAI Workshop on Knowledge Discovery in Databases (KDD-94), ed. UMFaR Uthurusamy, p.181, 1994.

N. Mars and F. Lopes-da-silva, Propagation of seizure activity in kindled dogs, Electroencephalography and Clinical Neurophysiology, vol.56, issue.2, pp.194-209, 1983.
DOI : 10.1016/0013-4694(83)90074-3

C. M. Michel, M. M. Murray, G. Lantz, S. Gonzalez, L. Spinelli et al., EEG source imaging, EEG source imaging, pp.2195-222, 2004.
DOI : 10.1016/j.clinph.2004.06.001
URL : https://hal.archives-ouvertes.fr/hal-00617795

A. R. Nikolaev, G. A. Ivanitsky, A. M. Ivanitsky, M. I. Posner, and Y. G. Abdullaev, Correlation of brain rhythms between frontal and left temporal (Wernicke???s) cortical areas during verbal thinking, Neuroscience Letters, vol.298, issue.2, pp.107-117, 2001.
DOI : 10.1016/S0304-3940(00)01740-7

W. Penfield and H. Jasper, EPILEPSY AND THE FUNCTIONAL ANATOMY OF THE HUMAN BRAIN, Southern Medical Journal, vol.47, issue.7, 1954.
DOI : 10.1097/00007611-195407000-00024

J. Pijn, Quantitative evaluation of EEG signals in epilepsy, nonlinear associations ,time delays and nonlinear dynamics, 1990.

J. Pijn and F. Lopes-da-silva, Propagation of Electrical Activity: Nonlinear Associations and Time Delays between EEG Signals, Basic Mechanisms of the EEG, 1993.
DOI : 10.1007/978-1-4612-0341-4_4

J. Pijn, . Veli, and F. Lopes-da-silva, Measurement of interhemispheric time differences in generalised spike-and-wave, Electroencephalography and Clinical Neurophysiology, vol.83, issue.2, pp.169-71, 1992.
DOI : 10.1016/0013-4694(92)90031-C

L. Prilipko, H. De-boer, T. Dua, and J. Bertolote, Epilepsy Care -The WHO/ILAE/IBE Global Campaign Against Epilepsy, pp.39-40, 2006.

S. Rampp and H. Stefan, Fast activity as a surrogate marker of epileptic network function?, Clinical Neurophysiology, vol.117, issue.10, pp.2111-2118, 2006.
DOI : 10.1016/j.clinph.2006.02.023

O. M. Razoumnikova, Functional organization of different brain areas during convergent and divergent thinking: an EEG investigation, Cognitive Brain Research, vol.10, issue.1-2, pp.11-19, 2000.
DOI : 10.1016/S0926-6410(00)00017-3

L. Senhadji, J. J. Bellanger, and G. Carrault, EEG Spike detectors based on different decompositions : a comparative study, Time Frequency and Wavelets in Biomedical Signal Processing, pp.407-421, 1997.
URL : https://hal.archives-ouvertes.fr/inserm-00131461

L. Senhadji, J. L. Dillenseger, F. Wendling, C. Rocha, and A. Kinie, Wavelet analysis of EEG for three-dimensional mapping of epileptic events, Annals of Biomedical Engineering, vol.11, issue.5, pp.543-52, 1995.
DOI : 10.1007/BF02584454
URL : https://hal.archives-ouvertes.fr/inserm-00130049

L. Senhadji and F. Wendling, Epileptic transient detection: wavelets and time-frequency approaches, Neurophysiologie Clinique/Clinical Neurophysiology, vol.32, issue.3, pp.175-92, 2002.
DOI : 10.1016/S0987-7053(02)00304-0
URL : https://hal.archives-ouvertes.fr/inserm-00130050

C. J. Stam, G. Nolte, and A. Daffertshofer, Phase lag index: Assessment of functional connectivity from multi channel EEG and MEG with diminished bias from common sources, Human Brain Mapping, vol.116, issue.11, pp.1178-93, 2007.
DOI : 10.1002/hbm.20346

H. Stefan, S. Schneider, K. Abraham-fuchs, J. Bauer, H. Feistel et al., MAGNETIC SOURCE LOCALIZATION IN FOCAL EPILEPSY, Brain, vol.113, issue.5, pp.1347-59, 1990.
DOI : 10.1093/brain/113.5.1347

P. Suffczynski, F. Lopes-da-silva, J. Parra, D. Velis, and S. Kalitzin, Epileptic transitions: model predictions and experimental validation, J Clin Neurophysiol, vol.22, pp.288-99, 2005.

J. Talairach and J. Bancaud, Lesion, "Irritative" Zone and Epileptogenic Focus, Stereotactic and Functional Neurosurgery, vol.27, issue.1-3, pp.91-95, 1966.
DOI : 10.1159/000103937

A. T. Tzallas, V. P. Oikonomou, and D. I. Fotiadis, Epileptic Spike Detection Using a Kalman Filter Based Approach, 2006 International Conference of the IEEE Engineering in Medicine and Biology Society, pp.501-505, 2006.
DOI : 10.1109/IEMBS.2006.260780

P. J. Uhlhaas and W. Singer, Neural Synchrony in Brain Disorders: Relevance for Cognitive Dysfunctions and Pathophysiology, Neuron, vol.52, issue.1, pp.155-68, 2006.
DOI : 10.1016/j.neuron.2006.09.020

F. Wendling, J. Badier, P. Chauvel, and J. Coatrieux, A method to quantify invariant information in depth-recorded epileptic seizures, Electroencephalography and Clinical Neurophysiology, vol.102, issue.6, pp.472-485, 1997.
DOI : 10.1016/S0013-4694(96)96633-3

F. Wendling, F. Bartolomei, J. J. Bellanger, J. Bourien, and P. Chauvel, Epileptic fast intracerebral EEG activity: evidence for spatial decorrelation at seizure onset, Brain, vol.126, issue.6, pp.1449-59, 2003.
DOI : 10.1093/brain/awg144
URL : https://hal.archives-ouvertes.fr/inserm-00149231

F. Wendling, F. Bartolomei, J. J. Bellanger, and P. Chauvel, Interpretation of interdependencies in epileptic signals using a macroscopic physiological model of the EEG, Clinical Neurophysiology, vol.112, issue.7, pp.1201-1219, 2001.
DOI : 10.1016/S1388-2457(01)00547-8