Isabelle Merlet

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 18

Top Topics

Kalman Filtering

Source Localization

Top Venues

IEEE Signal Process. Lett.

Publications

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 (2024)
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 (2023)
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)
Paul Berraute, Laurent Albera, Michel Rochette, Isabelle Merlet, Amar Kachenoura
How Beamforming Can Solve The Brain Source Imaging Problem? SSP (2021)
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) (2020)
Yves Denoyer, Isabelle Merlet, Fabrice Wendling, Pascal Benquet
Modelling acute and lasting effects of tDCS on epileptic activity. J. Comput. Neurosci. 48 (2) (2020)
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)
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)
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) (2017)
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)
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 (2017)
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) (2017)
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) (2017)
Nisrine Jrad, Amar Kachenoura, Anca Nica, Isabelle Merlet, Fabrice Wendling
A Page-Hinkley based method for HFOs detection in epileptic depth-EEG. EUSIPCO (2017)
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)
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 (2016)
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)
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)
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) (2015)
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) (2015)
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)
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)
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)
Mahmoud Hassan, Ahmad Mheich, Arnaud Biraben, Isabelle Merlet, Fabrice Wendling
Identification of epileptogenic networks from dense EEG: A model-based study. EMBC (2015)
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) (2015)
Nisrine Jrad, Amar Kachenoura, Isabelle Merlet, Anca Nica, Christian G. Bénar, Fabrice Wendling
Classification of high frequency oscillations in epileptic intracerebral EEG. EMBC (2015)
Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet
Fast, variation-based methods for the analysis of extended brain sources. EUSIPCO (2014)
Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet
A performance study of various brain source imaging approaches. ICASSP (2014)
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 (2014)
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)
Sepideh Hajipour Sardouie, Mohammad Bagher Shamsollahi, Laurent Albera, Isabelle Merlet
Noise cancelation of epileptic interictal EEG data based on generalized eigenvalue decomposition. TSP (2012)
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) (2012)
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 (2012)
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)
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) (2012)
Gwénaël Birot, Laurent Albera, Fabrice Wendling, Isabelle Merlet
Localization of extended brain sources from EEG/MEG: The ExSo-MUSIC approach. NeuroImage 56 (1) (2011)
Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet
Multiway space-time-wave-vector analysis for source localization and extraction. EUSIPCO (2010)
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) (2008)
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) (2008)
Laurent Albera, Anne Ferréol, Delphine Cosandier-Rimélé, Isabelle Merlet, Fabrice Wendling
Fourth Order Approaches for Localization of Brain Current Sources. EMBC (2006)
Isabelle Merlet, Philippe Ryvlin, Nicolas Costes, Damien Dufournel, Jean Isnard, Isabelle Faillenot, Karine Ostrowsky, Franck Lavenne, Didier Le Bars, François Mauguière
receptor binding in temporal lobe epilepsy with hippocampal ictal onset on intracranial EEG. NeuroImage 22 (2) (2004)