Canonical Polyadic Decomposition based on joint eigenvalue decomposition
Luciani, Xavier, Albera, Laurent
Published in Chemometrics and intelligent laboratory systems (15.03.2014)
Published in Chemometrics and intelligent laboratory systems (15.03.2014)
Get full text
Journal Article
Electrophysiological brain imaging based on simulation-driven deep learning in the context of epilepsy
Yu, Zuyi, Kachenoura, Amar, Jeannès, Régine Le Bouquin, Shu, Huazhong, Berraute, Paul, Nica, Anca, Merlet, Isabelle, Albera, Laurent, Karfoul, Ahmad
Published in NeuroImage (Orlando, Fla.) (01.01.2024)
Published in NeuroImage (Orlando, Fla.) (01.01.2024)
Get full text
Journal Article
Parallelization scheme for canonical polyadic decomposition of large-scale high-order tensors
Boudehane, Abdelhak, Albera, Laurent, Tenenhaus, Arthur, Le Brusquet, Laurent, Boyer, Rémy
Published in Signal processing (01.10.2022)
Published in Signal processing (01.10.2022)
Get full text
Journal Article
Localization of extended brain sources from EEG/MEG: The ExSo-MUSIC approach
Birot, Gwénaël, Albera, Laurent, Wendling, Fabrice, Merlet, Isabelle
Published in NeuroImage (Orlando, Fla.) (01.05.2011)
Published in NeuroImage (Orlando, Fla.) (01.05.2011)
Get full text
Journal Article
Epileptic Seizure Prediction Using Deep Neural Networks Via Transfer Learning and Multi-Feature Fusion
Yu, Zuyi, Albera, Laurent, Le Bouquin Jeannes, Regine, Kachenoura, Amar, Karfoul, Ahmad, Yang, Chunfeng, Shu, Huazhong
Published in International journal of neural systems (01.07.2022)
Published in International journal of neural systems (01.07.2022)
Get more information
Journal Article
Physics-Driven Inverse Problems Made Tractable With Cosparse Regularization
Kitic, Srdan, Albera, Laurent, Bertin, Nancy, Gribonval, Remi
Published in IEEE transactions on signal processing (15.01.2016)
Published in IEEE transactions on signal processing (15.01.2016)
Get full text
Journal Article
Removal of muscle artifact from EEG data: comparison between stochastic (ICA and CCA) and deterministic (EMD and wavelet-based) approaches
Safieddine, Doha, Kachenoura, Amar, Albera, Laurent, Birot, Gwénaël, Karfoul, Ahmad, Pasnicu, Anca, Biraben, Arnaud, Wendling, Fabrice, Senhadji, Lotfi, Merlet, Isabelle
Published in EURASIP journal on advances in signal processing (02.07.2012)
Published in EURASIP journal on advances in signal processing (02.07.2012)
Get full text
Journal Article
Efficient Stepsize Selection Strategy for Givens Parametrized ICA Applied to EEG Denoising
Saleh, Majd, Karfoul, Ahmad, Kachenoura, Amar, Merlet, Isabelle, Albera, Laurent
Published in IEEE signal processing letters (01.06.2017)
Published in IEEE signal processing letters (01.06.2017)
Get full text
Journal Article
Multivariate empirical mode decomposition and application to multichannel filtering
Fleureau, Julien, Kachenoura, Amar, Albera, Laurent, Nunes, Jean-Claude, Senhadji, Lotfi
Published in Signal processing (01.12.2011)
Published in Signal processing (01.12.2011)
Get full text
Journal Article
Multi-way space–time–wave-vector analysis for EEG source separation
Becker, Hanna, Comon, Pierre, Albera, Laurent, Haardt, Martin, Merlet, Isabelle
Published in Signal processing (01.04.2012)
Published in Signal processing (01.04.2012)
Get full text
Journal Article
High-resolution direction finding from higher order statistics : The 2q-MUSIC algorithm
CHEVALIER, Pascal, FERREOL, Anne, ALBERA, Laurent
Published in IEEE transactions on signal processing (01.08.2006)
Published in IEEE transactions on signal processing (01.08.2006)
Get full text
Journal Article
Automatic detection of fast ripples
Birot, Gwénaël, Kachenoura, Amar, Albera, Laurent, Bénar, Christian, Wendling, Fabrice
Published in Journal of neuroscience methods (15.03.2013)
Published in Journal of neuroscience methods (15.03.2013)
Get full text
Journal Article
EEG extended source localization: Tensor-based vs. conventional methods
Becker, H., Albera, L., Comon, P., Haardt, M., Birot, G., Wendling, F., Gavaret, M., Bénar, C.G., Merlet, I.
Published in NeuroImage (Orlando, Fla.) (01.08.2014)
Published in NeuroImage (Orlando, Fla.) (01.08.2014)
Get full text
Journal Article