Isabelle Merlet

42 papers Misc 3Journal 20Unranked 19

Year	Rank	Type	Title / Venue / Authors
2024	J	`jnl`	Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. NeuroImage Zuyi Yu, Amar Kachenoura, Régine Le Bouquin-Jeannès, Huazhong Shu, Paul Berraute, Anca Nica, Isabelle Merlet, Laurent Albera, Ahmad Karfoul
2024	—	`conf`	SOS-MUSIC, a Subspace Approach for EEG Source Imaging Promoting Sparsity of Active Sources. EUSIPCO Carla Joud, Laurent Albera, Isabelle Merlet, Julie Coloigner
2023	J	`jnl`	An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity. IEEE Signal Process. Lett. Marc Greige, Ahmad Karfoul, Isabelle Merlet, Régine Le Bouquin-Jeannès
2023	—	`conf`	Nonlinear Causality Inference Using a Robust ERR-Based Method in the Context of Epilepsy. EUSIPCO Marc Greige, Ahmad Karfoul, Isabelle Merlet, Régine Le Bouquin Jeannes
2021	—	`conf`	How Beamforming Can Solve The Brain Source Imaging Problem? SSP Paul Berraute, Laurent Albera, Michel Rochette, Isabelle Merlet, Amar Kachenoura
2020	J	`jnl`	Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources. IEEE Trans. Affect. Comput. Hanna Becker, Julien Fleureau, Philippe Guillotel, Fabrice Wendling, Isabelle Merlet, Laurent Albera
2020	J	`jnl`	Modelling acute and lasting effects of tDCS on epileptic activity. J. Comput. Neurosci. Yves Denoyer, Isabelle Merlet, Fabrice Wendling, Pascal Benquet
2019	—	`conf`	Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. EUSIPCO Nasrin Taheri, Amar Kachenoura, Ahmad Karfoul, Xu Han, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera
2018	Misc	`conf`	Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. ACSSC Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura
2017	—	`conf`	A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. EUSIPCO Nisrine Jrad, Amar Kachenoura, Anca Nica, Isabelle Merlet, Fabrice Wendling
2017	J	`jnl`	A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. IEEE J. Biomed. Health Informatics Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet
2017	J	`jnl`	Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals. IEEE Trans. Biomed. Eng. Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Fabrice Bartolomei, Anca Nica, Arnaud Biraben, Fabrice Wendling
2017	J	`jnl`	Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising. IEEE Signal Process. Lett. Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Isabelle Merlet, Laurent Albera
2017	J	`jnl`	SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. NeuroImage Hanna Becker, Laurent Albera, Pierre Comon, Jean-Claude Nunes, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Isabelle Merlet
2017	—	`conf`	Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes. EMBC Laith Hamid, Ali Al Farawn, Isabelle Merlet, Natia Japaridze, Ulrich Heute, Ulrich Stephani, Andreas Galka, Fabrice Wendling, Michael Siniatchkin
2017	—	`conf`	Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering. EMBC Laith Hamid, Ali Al Farawn, Isabelle Merlet, Natia Japaridze, Ulrich Heute, Ulrich Stephani, Andreas Galka, Fabrice Wendling, Michael Siniatchkin
2016	J	`jnl`	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. NeuroImage R. A. Chowdhury, Isabelle Merlet, Gwénaël Birot, Eliane Kobayashi, Anca Nica, Arnaud Biraben, Fabrice Wendling, Jean-Marc Lina, Laurent Albera, Christophe Grova
2016	—	`conf`	Computational modeling of high frequency oscillations recorded with clinical intracranial macroelectrodes. EMBC Mohamad Shamas, Pascal Benquet, Isabelle Merlet, Wassim El Falou, Mohamad Khalil, Fabrice Wendling
2016	—	`conf`	Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing. MLSP Majd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet
2015	J	`jnl`	An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising. IEEE Signal Process. Lett. Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
2015	J	`jnl`	Brain-Source Imaging: From sparse to tensor models. IEEE Signal Process. Mag. Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet
2015	—	`conf`	Classification of high frequency oscillations in epileptic intracerebral EEG. EMBC Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Anca Nica, Christian G. Bénar, Fabrice Wendling
2015	J	`jnl`	Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors. IEEE J. Biomed. Health Informatics Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
2015	—	`conf`	Feasibility of blind source separation methods for the denoising of dense-array EEG. EMBC Nasrin Taheri, Amar Kachenoura, Karim Ansari-Asl, Ahmad Karfoul, Lotfi Senhadji, Laurent Albera, Isabelle Merlet
2015	—	`conf`	Identification of epileptogenic networks from dense EEG: A model-based study. EMBC Mahmoud Hassan, Ahmad Mheich, Arnaud Biraben, Isabelle Merlet, Fabrice Wendling
2015	—	`conf`	Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. EMBC Laurent Albera, Hanna Becker, Ahmad Karfoul, Rémi Gribonval, Amar Kachenoura, Siouar Bensaid, Lotfi Senhadji, Alfredo I. Hernández, Isabelle Merlet
2015	—	`conf`	Tensor decomposition exploiting structural constraints for brain source imaging. CAMSAP Hanna Becker, Ahmad Karfoul, Laurent Albera, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet
2014	Misc	`conf`	A performance study of various brain source imaging approaches. ICASSP Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet
2014	J	`jnl`	EEG extended source localization: Tensor-based vs. conventional methods. NeuroImage Hanna Becker, Laurent Albera, Pierre Comon, Martin Haardt, Gwénaël Birot, Fabrice Wendling, Martine Gavaret, Christian G. Bénar, Isabelle Merlet
2014	—	`conf`	Fast, variation-based methods for the analysis of extended brain sources. EUSIPCO Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet
2013	Misc	`conf`	Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition. ICASSP Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet
2012	—	`conf`	Bi-exponential Magnetic Resonance Signal Model for Partial Volume Computation. MICCAI (1) Quentin Duché, Oscar Acosta, Giulio Gambarota, Isabelle Merlet, Olivier Salvado, Hervé Saint-Jalmes
2012	J	`jnl`	Multi-way space-time-wave-vector analysis for EEG source separation. Signal Process. Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet
2012	—	`conf`	Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. TSP Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
2012	J	`jnl`	Recording of fast activity at the onset of partial seizures: Depth EEG vs. scalp EEG. NeuroImage Delphine Cosandier-Rimélé, Fabrice Bartolomei, Isabelle Merlet, Patrick Chauvel, Fabrice Wendling
2012	J	`jnl`	Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches. EURASIP J. Adv. Signal Process. Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet
2011	J	`jnl`	Localization of extended brain sources from EEG/MEG: The ExSo-MUSIC approach. NeuroImage Gwénaël Birot, Laurent Albera, Fabrice Wendling, Isabelle Merlet
2010	—	`conf`	Multiway space-time-wave-vector analysis for source localization and extraction. EUSIPCO Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet
2008	J	`jnl`	Brain Source Localization Using a Fourth-Order Deflation Scheme. IEEE Trans. Biomed. Eng. Laurent Albera, Anne Ferréol, Delphine Cosandier-Rimélé, Isabelle Merlet, Fabrice Wendling
2008	J	`jnl`	The neuronal sources of EEG: Modeling of simultaneous scalp and intracerebral recordings in epilepsy. NeuroImage Delphine Cosandier-Rimélé, Isabelle Merlet, Jean-Michel Badier, Patrick Chauvel, Fabrice Wendling
2006	—	`conf`	Fourth Order Approaches for Localization of Brain Current Sources. EMBC Laurent Albera, Anne Ferréol, Delphine Cosandier-Rimélé, Isabelle Merlet, Fabrice Wendling
2004	J	`jnl`	Statistical parametric mapping of 5-HT NeuroImage Isabelle Merlet, Philippe Ryvlin, Nicolas Costes, Damien Dufournel, Jean Isnard, Isabelle Faillenot, Karine Ostrowsky, Franck Lavenne, Didier Le Bars, François Mauguière