Hanna Becker

19 papers Misc 3Journal 8Unranked 8
YearRankTypeTitle / Venue / Authors
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
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
Higher order direction finding from rectangular cumulant matrices: The rectangular 2q-MUSIC algorithms.
Signal Process.
Hanna Becker, Pascal Chevalier, Martin Haardt
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
2016 — conf
Experimental Study of an Underlay Cognitive Radio System: Model Validation and Demonstration.
CrownCom
Hanna Becker, Ankit Kaushik, Shree Krishna Sharma, Symeon Chatzinotas, Friedrich K. Jondral
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
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
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
Blind source separation of underdetermined mixtures of event-related sources.
Signal Process.
Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon
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
2014 Misc conf
High resolution direction finding from rectangular higher order cumulant matrices: The rectangular 2Q-music algorithms.
ICASSP
Hanna Becker, Pascal Chevalier, Martin Haardt
2013 — conf
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG.
EUSIPCO
Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon
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
Tensor-based preprocessing of combined EEG/MEG data.
EUSIPCO
Hanna Becker, Pierre Comon, Laurent Albera
2010 Misc conf
Analytical performance assessment for multi-dimensional Tensor-ESPRIT-type parameter estimation algorithms.
ICASSP
Florian Roemer, Hanna Becker, Martin Haardt
2010 — conf
Multiway space-time-wave-vector analysis for source localization and extraction.
EUSIPCO
Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet