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

Analytical performance assessment for multi-dimensional Tensor-ESPRIT-type parameter estimation algorithms. - Florian Roemer; Hanna Becker; Martin Haardt (ICASSP, 2010)

Tensor-based preprocessing of combined EEG/MEG data. - Hanna Becker; Pierre Comon; Laurent Albera (EUSIPCO, 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)

Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG. - Mohammad Niknazar; Hanna Becker; Bertrand Rivet; Christian Jutten; Pierre Comon (EUSIPCO, 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)

High resolution direction finding from rectangular higher order cumulant matrices: The rectangular 2Q-music algorithms. - Hanna Becker; Pascal Chevalier 001; Martin Haardt (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)

Blind source separation of underdetermined mixtures of event-related sources. - Mohammad Niknazar; Hanna Becker; Bertrand Rivet; Christian Jutten; Pierre Comon (Signal Process., 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)

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)

Experimental Study of an Underlay Cognitive Radio System: Model Validation and Demonstration. - Hanna Becker; Ankit Kaushik; Shree Krishna Sharma; Symeon Chatzinotas; Friedrich K. Jondral (CrownCom, 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)

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)

Higher order direction finding from rectangular cumulant matrices: The rectangular 2q-MUSIC algorithms. - Hanna Becker; Pascal Chevalier 001; Martin Haardt (Signal Process., 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)

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)