Statistical parametric mapping of 5-HT1A receptor binding in temporal lobe epilepsy with hippocampal ictal onset on intracranial EEG. - Isabelle Merlet; Philippe Ryvlin; Nicolas Costes 001; Damien Dufournel; Jean Isnard; Isabelle Faillenot; Karine Ostrowsky; Franck Lavenne; Didier Le Bars; François Mauguière (NeuroImage, 2004)

Fourth Order Approaches for Localization of Brain Current Sources. - Laurent Albera; Anne Ferréol; Delphine Cosandier-Rimélé; Isabelle Merlet; Fabrice Wendling (EMBC, 2006)

The neuronal sources of EEG: Modeling of simultaneous scalp and intracerebral recordings in epilepsy. - Delphine Cosandier-Rimélé; Isabelle Merlet; Jean-Michel Badier; Patrick Chauvel; Fabrice Wendling (NeuroImage, 2008)

Brain Source Localization Using a Fourth-Order Deflation Scheme. - Laurent Albera; Anne Ferréol; Delphine Cosandier-Rimélé; Isabelle Merlet; Fabrice Wendling (IEEE Trans. Biomed. Eng., 2008)

Multiway space-time-wave-vector analysis for source localization and extraction. - Hanna Becker; Pierre Comon; Laurent Albera; Martin Haardt; Isabelle Merlet (EUSIPCO, 2010)

Localization of extended brain sources from EEG/MEG: The ExSo-MUSIC approach. - Gwénaël Birot; Laurent Albera; Fabrice Wendling; Isabelle Merlet (NeuroImage, 2011)

Bi-exponential Magnetic Resonance Signal Model for Partial Volume Computation. - Quentin Duché; Oscar Acosta; Giulio Gambarota; Isabelle Merlet; Olivier Salvado; Hervé Saint-Jalmes (MICCAI (1), 2012)

Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. - Sepideh Hajipour Sardouie; Mohammad Bagher Shamsollahi; Laurent Albera; Isabelle Merlet (TSP, 2012)

Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches. - Doha Safieddine; Amar Kachenoura; Laurent Albera; Gwénaël Birot; Ahmad Karfoul; Anca Pasnicu; Arnaud Biraben; Fabrice Wendling; Lotfi Senhadji; Isabelle Merlet (EURASIP J. Adv. Signal Process., 2012)

Recording of fast activity at the onset of partial seizures: Depth EEG vs. scalp EEG. - Delphine Cosandier-Rimélé; Fabrice Bartolomei; Isabelle Merlet; Patrick Chauvel; Fabrice Wendling (NeuroImage, 2012)

Multi-way space-time-wave-vector analysis for EEG source separation. - Hanna Becker; Pierre Comon; Laurent Albera; Martin Haardt; Isabelle Merlet (Signal Process., 2012)

Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition. - Sepideh Hajipour Sardouie; Laurent Albera; Mohammad Bagher Shamsollahi; Isabelle Merlet (ICASSP, 2013)

Fast, variation-based methods for the analysis of extended brain sources. - Hanna Becker; Laurent Albera; Pierre Comon; Rémi Gribonval; Isabelle Merlet (EUSIPCO, 2014)

A performance study of various brain source imaging approaches. - Hanna Becker; Laurent Albera; Pierre Comon; Rémi Gribonval; Fabrice Wendling; Isabelle Merlet (ICASSP, 2014)

EEG extended source localization: Tensor-based vs. conventional methods. - Hanna Becker; Laurent Albera; Pierre Comon; Martin Haardt; Gwénaël Birot; Fabrice Wendling; Martine Gavaret; Christian G. Bénar; Isabelle Merlet (NeuroImage, 2014)

Tensor decomposition exploiting structural constraints for brain source imaging. - Hanna Becker; Ahmad Karfoul; Laurent Albera; Rémi Gribonval; Julien Fleureau; Philippe Guillotel; Amar Kachenoura; Lotfi Senhadji; Isabelle Merlet (CAMSAP, 2015)

Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. - Laurent Albera; Hanna Becker; Ahmad Karfoul; Rémi Gribonval; Amar Kachenoura; Siouar Bensaid; Lotfi Senhadji; Alfredo I. Hernández 001; Isabelle Merlet (EMBC, 2015)

Identification of epileptogenic networks from dense EEG: A model-based study. - Mahmoud Hassan; Ahmad Mheich; Arnaud Biraben; Isabelle Merlet; Fabrice Wendling (EMBC, 2015)

Classification of high frequency oscillations in epileptic intracerebral EEG. - Nisrine Jrad; Amar Kachenoura; Isabelle Merlet; Anca Nica; Christian G. Bénar; Fabrice Wendling (EMBC, 2015)

Feasibility of blind source separation methods for the denoising of dense-array EEG. - Nasrin Taheri; Amar Kachenoura; Karim Ansari-Asl; Ahmad Karfoul; Lotfi Senhadji; Laurent Albera; Isabelle Merlet (EMBC, 2015)

An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising. - Sepideh Hajipour Sardouie; Laurent Albera; Mohammad Bagher Shamsollahi; Isabelle Merlet (IEEE Signal Process. Lett., 2015)

Brain-Source Imaging: From sparse to tensor models. - Hanna Becker; Laurent Albera; Pierre Comon; Rémi Gribonval; Fabrice Wendling; Isabelle Merlet (IEEE Signal Process. Mag., 2015)

Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors. - Sepideh Hajipour Sardouie; Mohammad Bagher Shamsollahi; Laurent Albera; Isabelle Merlet (IEEE J. Biomed. Health Informatics, 2015)

Computational modeling of high frequency oscillations recorded with clinical intracranial macroelectrodes. - Mohamad Shamas; Pascal Benquet; Isabelle Merlet; Wassim El Falou; Mohamad Khalil; Fabrice Wendling (EMBC, 2016)

Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing. - Majd Saleh; Ahmad Karfoul; Laurent Albera; Amar Kachenoura; Hanna Becker; Isabelle Merlet (MLSP, 2016)

Complex patterns of spatially extended generators of epileptic activity: Comparison of source localization methods cMEM and 4-ExSo-MUSIC on high resolution EEG and MEG data. - R. A. Chowdhury; Isabelle Merlet; Gwénaël Birot; Eliane Kobayashi; Anca Nica; Arnaud Biraben; Fabrice Wendling; Jean-Marc Lina; Laurent Albera; Christophe Grova (NeuroImage, 2016)

Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering. - Laith Hamid; Ali Al Farawn; Isabelle Merlet; Natia Japaridze; Ulrich Heute; Ulrich Stephani; Andreas Galka; Fabrice Wendling; Michael Siniatchkin (EMBC, 2017)

Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes. - Laith Hamid; Ali Al Farawn; Isabelle Merlet; Natia Japaridze; Ulrich Heute; Ulrich Stephani; Andreas Galka; Fabrice Wendling; Michael Siniatchkin (EMBC, 2017)

A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. - Nisrine Jrad; Amar Kachenoura; Anca Nica; Isabelle Merlet; Fabrice Wendling (EUSIPCO, 2017)

SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. - Hanna Becker; Laurent Albera; Pierre Comon; Jean-Claude Nunes; Rémi Gribonval; Julien Fleureau; Philippe Guillotel; Isabelle Merlet (NeuroImage, 2017)

Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising. - Majd Saleh; Ahmad Karfoul; Amar Kachenoura; Isabelle Merlet; Laurent Albera (IEEE Signal Process. Lett., 2017)

Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals. - Nisrine Jrad; Amar Kachenoura; Isabelle Merlet; Fabrice Bartolomei; Anca Nica; Arnaud Biraben; Fabrice Wendling (IEEE Trans. Biomed. Eng., 2017)

A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. - Hanna Becker; Laurent Albera; Pierre Comon; Amar Kachenoura; Isabelle Merlet (IEEE J. Biomed. Health Informatics, 2017)

Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. - Nasrin Taheri; Xu Han; Ahmad Karfoul; Karim Ansari-Asl; Isabelle Merlet; Lotfi Senhadji; Laurent Albera; Amar Kachenoura (ACSSC, 2018)

Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. - Nasrin Taheri; Amar Kachenoura; Ahmad Karfoul; Xu Han; Karim Ansari-Asl; Isabelle Merlet; Lotfi Senhadji; Laurent Albera (EUSIPCO, 2019)

Modelling acute and lasting effects of tDCS on epileptic activity. - Yves Denoyer; Isabelle Merlet; Fabrice Wendling; Pascal Benquet (J. Comput. Neurosci., 2020)

Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources. - Hanna Becker; Julien Fleureau; Philippe Guillotel; Fabrice Wendling; Isabelle Merlet; Laurent Albera (IEEE Trans. Affect. Comput., 2020)

How Beamforming Can Solve The Brain Source Imaging Problem? - Paul Berraute; Laurent Albera; Michel Rochette; Isabelle Merlet; Amar Kachenoura (SSP, 2021)

Nonlinear Causality Inference Using a Robust ERR-Based Method in the Context of Epilepsy. - Marc Greige; Ahmad Karfoul; Isabelle Merlet; Régine Le Bouquin Jeannes (EUSIPCO, 2023)

An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity. - Marc Greige; Ahmad Karfoul; Isabelle Merlet; Régine Le Bouquin-Jeannès (IEEE Signal Process. Lett., 2023)

SOS-MUSIC, a Subspace Approach for EEG Source Imaging Promoting Sparsity of Active Sources. - Carla Joud; Laurent Albera; Isabelle Merlet; Julie Coloigner (EUSIPCO, 2024)

Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. - Zuyi Yu; Amar Kachenoura; Régine Le Bouquin-Jeannès; Huazhong Shu; Paul Berraute; Anca Nica; Isabelle Merlet; Laurent Albera; Ahmad Karfoul (NeuroImage, 2024)