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ORCIDIsabelle Merlet
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2020 – today
- 2024
[j20]Zuyi Yu, Amar Kachenoura, Régine Le Bouquin-Jeannès, Huazhong Shu, Paul Berraute, Anca Nica, Isabelle Merlet, Laurent Albera, Ahmad Karfoul
:
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy. NeuroImage 285: 120490 (2024)- [c22]Carla Joud, Laurent Albera, Isabelle Merlet, Julie Coloigner:
SOS-MUSIC, a Subspace Approach for EEG Source Imaging Promoting Sparsity of Active Sources. EUSIPCO 2024: 1601-1605 - 2023
- [j19]Marc Greige, Ahmad Karfoul, Isabelle Merlet, Régine Le Bouquin-Jeannès:
An Optimized Dictionary-Based Model Identification Method in the Scope of Brain Effective Connectivity. IEEE Signal Process. Lett. 30: 1002-1006 (2023) - [c21]Marc Greige, Ahmad Karfoul, Isabelle Merlet, Régine Le Bouquin Jeannes:
Nonlinear Causality Inference Using a Robust ERR-Based Method in the Context of Epilepsy. EUSIPCO 2023: 1639-1643 - 2021
- [c20]Paul Berraute, Laurent Albera, Michel Rochette, Isabelle Merlet, Amar Kachenoura:
How Beamforming Can Solve The Brain Source Imaging Problem? SSP 2021: 171-175 - 2020
- [j18]Yves Denoyer, Isabelle Merlet, Fabrice Wendling, Pascal Benquet:
Modelling acute and lasting effects of tDCS on epileptic activity. J. Comput. Neurosci. 48(2): 161-176 (2020) - [j17]Hanna Becker, Julien Fleureau, Philippe Guillotel, Fabrice Wendling, Isabelle Merlet, Laurent Albera:
Emotion Recognition Based on High-Resolution EEG Recordings and Reconstructed Brain Sources. IEEE Trans. Affect. Comput. 11(2): 244-257 (2020)
2010 – 2019
- 2019
- [c19]Nasrin Taheri, Amar Kachenoura, Ahmad Karfoul, Xu Han, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera:
Rank estimation and tensor decomposition using physics-driven constraints for brain source localization. EUSIPCO 2019: 1-4 - 2018
- [c18]Nasrin Taheri, Xu Han, Ahmad Karfoul, Karim Ansari-Asl, Isabelle Merlet, Lotfi Senhadji, Laurent Albera, Amar Kachenoura:
Brain Source Localization using Constrained Low Rank Canonical Polyadic Decomposition. ACSSC 2018: 811-815 - 2017
- [j16]Hanna Becker, Laurent Albera, Pierre Comon, Jean-Claude Nunes, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Isabelle Merlet:
SISSY: An efficient and automatic algorithm for the analysis of EEG sources based on structured sparsity. NeuroImage 157: 157-172 (2017) - [j15]Majd Saleh, Ahmad Karfoul, Amar Kachenoura, Isabelle Merlet, Laurent Albera:
Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising. IEEE Signal Process. Lett. 24(6): 882-886 (2017) - [j14]Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Fabrice Bartolomei, Anca Nica, Arnaud Biraben, Fabrice Wendling:
Automatic Detection and Classification of High-Frequency Oscillations in Depth-EEG Signals. IEEE Trans. Biomed. Eng. 64(9): 2230-2240 (2017) - [j13]Hanna Becker, Laurent Albera, Pierre Comon, Amar Kachenoura, Isabelle Merlet:
A Penalized Semialgebraic Deflation ICA Algorithm for the Efficient Extraction of Interictal Epileptic Signals. IEEE J. Biomed. Health Informatics 21(1): 94-104 (2017) - [c17]Laith Hamid, Ali Al Farawn, Isabelle Merlet, Natia Japaridze, Ulrich Heute, Ulrich Stephani, Andreas Galka, Fabrice Wendling, Michael Siniatchkin:
Spatial projection as a preprocessing step for EEG source reconstruction using spatiotemporal Kalman filtering. EMBC 2017: 2213-2217 - [c16]Laith Hamid, Ali Al Farawn, Isabelle Merlet, Natia Japaridze, Ulrich Heute, Ulrich Stephani, Andreas Galka, Fabrice Wendling, Michael Siniatchkin:
Source reconstruction via the spatiotemporal Kalman filter and LORETA from EEG time series with 32 or fewer electrodes. EMBC 2017: 2218-2222 - [c15]Nisrine Jrad, Amar Kachenoura, Anca Nica, Isabelle Merlet, Fabrice Wendling:
A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. EUSIPCO 2017: 1295-1299 - 2016
- [j12]R. A. Chowdhury, Isabelle Merlet, Gwénaël Birot, Eliane Kobayashi, Anca Nica, Arnaud Biraben, Fabrice Wendling, Jean-Marc Lina, Laurent Albera, Christophe Grova:
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 143: 175-195 (2016) - [c14]Mohamad Shamas, Pascal Benquet, Isabelle Merlet, Wassim El Falou, Mohamad Khalil, Fabrice Wendling:
Computational modeling of high frequency oscillations recorded with clinical intracranial macroelectrodes. EMBC 2016: 1014-1017 - [c13]Majd Saleh, Ahmad Karfoul, Laurent Albera, Amar Kachenoura, Hanna Becker, Isabelle Merlet:
Proximal gradient-based step for brain distributed epileptic source imaging after tensor decomposition preprocessing. MLSP 2016: 1-6 - 2015
- [j11]Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet:
An Efficient Jacobi-Like Deflationary ICA Algorithm: Application to EEG Denoising. IEEE Signal Process. Lett. 22(8): 1198-1202 (2015) - [j10]Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet:
Brain-Source Imaging: From sparse to tensor models. IEEE Signal Process. Mag. 32(6): 100-112 (2015) - [j9]Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet:
Denoising of Ictal EEG Data Using Semi-Blind Source Separation Methods Based on Time-Frequency Priors. IEEE J. Biomed. Health Informatics 19(3): 839-847 (2015) - [c12]Hanna Becker, Ahmad Karfoul, Laurent Albera, Rémi Gribonval, Julien Fleureau, Philippe Guillotel, Amar Kachenoura, Lotfi Senhadji, Isabelle Merlet:
Tensor decomposition exploiting structural constraints for brain source imaging. CAMSAP 2015: 181-184 - [c11]Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Anca Nica, Christian G. Bénar, Fabrice Wendling:
Classification of high frequency oscillations in epileptic intracerebral EEG. EMBC 2015: 574-577 - [c10]Nasrin Taheri, Amar Kachenoura, Karim Ansari-Asl, Ahmad Karfoul, Lotfi Senhadji, Laurent Albera, Isabelle Merlet:
Feasibility of blind source separation methods for the denoising of dense-array EEG. EMBC 2015: 4773-4776 - [c9]Mahmoud Hassan, Ahmad Mheich, Arnaud Biraben, Isabelle Merlet, Fabrice Wendling:
Identification of epileptogenic networks from dense EEG: A model-based study. EMBC 2015: 5610-5613 - [c8]Laurent Albera, Hanna Becker, Ahmad Karfoul, Rémi Gribonval, Amar Kachenoura, Siouar Bensaid, Lotfi Senhadji, Alfredo I. Hernández, Isabelle Merlet:
Localization of spatially distributed brain sources after a tensor-based preprocessing of interictal epileptic EEG data. EMBC 2015: 6995-6998 - 2014
- [j8]Hanna Becker, Laurent Albera, Pierre Comon, Martin Haardt, Gwénaël Birot, Fabrice Wendling, Martine Gavaret, Christian G. Bénar, Isabelle Merlet:
EEG extended source localization: Tensor-based vs. conventional methods. NeuroImage 96: 143-157 (2014) - [c7]Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet:
Fast, variation-based methods for the analysis of extended brain sources. EUSIPCO 2014: 41-45 - [c6]Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet:
A performance study of various brain source imaging approaches. ICASSP 2014: 5869-5873 - 2013
- [c5]Sepideh Hajipour Sardouie, Laurent Albera, Mohammad Bagher Shamsollahi, Isabelle Merlet:
Canonical Polyadic decomposition of complex-valued multi-way arrays based on Simultaneous Schur Decomposition. ICASSP 2013: 4178-4182 - 2012
- [j7]Doha Safieddine, Amar Kachenoura, Laurent Albera, Gwénaël Birot, Ahmad Karfoul, Anca Pasnicu, Arnaud Biraben, Fabrice Wendling, Lotfi Senhadji, Isabelle Merlet:
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. 2012: 127 (2012) - [j6]Delphine Cosandier-Rimélé, Fabrice Bartolomei, Isabelle Merlet, Patrick Chauvel, Fabrice Wendling:
Recording of fast activity at the onset of partial seizures: Depth EEG vs. scalp EEG. NeuroImage 59(4): 3474-3487 (2012) - [j5]Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet:
Multi-way space-time-wave-vector analysis for EEG source separation. Signal Process. 92(4): 1021-1031 (2012) - [c4]Quentin Duché, Oscar Acosta, Giulio Gambarota, Isabelle Merlet, Olivier Salvado, Hervé Saint-Jalmes:
Bi-exponential Magnetic Resonance Signal Model for Partial Volume Computation. MICCAI (1) 2012: 231-238 - [c3]Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet:
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. TSP 2012: 591-595 - 2011
- [j4]Gwénaël Birot, Laurent Albera, Fabrice Wendling, Isabelle Merlet:
Localization of extended brain sources from EEG/MEG: The ExSo-MUSIC approach. NeuroImage 56(1): 102-113 (2011) - 2010
- [c2]Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet:
Multiway space-time-wave-vector analysis for source localization and extraction. EUSIPCO 2010: 1349-1353
2000 – 2009
- 2008
- [j3]Delphine Cosandier-Rimélé, Isabelle Merlet, Jean-Michel Badier, Patrick Chauvel, Fabrice Wendling:
The neuronal sources of EEG: Modeling of simultaneous scalp and intracerebral recordings in epilepsy. NeuroImage 42(1): 135-146 (2008) - [j2]Laurent Albera, Anne Ferréol, Delphine Cosandier-Rimélé, Isabelle Merlet, Fabrice Wendling:
Brain Source Localization Using a Fourth-Order Deflation Scheme. IEEE Trans. Biomed. Eng. 55(2): 490-501 (2008) - 2006
- [c1]Laurent Albera, Anne Ferréol, Delphine Cosandier-Rimélé, Isabelle Merlet, Fabrice Wendling:
Fourth Order Approaches for Localization of Brain Current Sources. EMBC 2006: 4498-4501 - 2004
- [j1]Isabelle Merlet, Philippe Ryvlin, Nicolas Costes, Damien Dufournel, Jean Isnard, Isabelle Faillenot, Karine Ostrowsky, Franck Lavenne, Didier Le Bars, François Mauguière:
Statistical parametric mapping of 5-HT1A receptor binding in temporal lobe epilepsy with hippocampal ictal onset on intracranial EEG. NeuroImage 22(2): 886-896 (2004)
Coauthor Index
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