Hanna Becker

Publication Activity (10 Years)

Years Active: 2010-2020
Publications (10 Years): 6

Top Topics

Kalman Filtering

Tensor Decomposition

Top Venues

Signal Process.

Publications

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)
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)
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)
Hanna Becker, Pascal Chevalier, Martin Haardt
Higher order direction finding from rectangular cumulant matrices: The rectangular 2q-MUSIC algorithms. Signal Process. 133 (2017)
Hanna Becker, Ankit Kaushik, Shree Krishna Sharma, Symeon Chatzinotas, Friedrich K. Jondral
Experimental Study of an Underlay Cognitive Radio System: Model Validation and Demonstration. CrownCom (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)
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)
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)
Hanna Becker, Pascal Chevalier, Martin Haardt
High resolution direction finding from rectangular higher order cumulant matrices: The rectangular 2Q-music algorithms. ICASSP (2014)
Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet
Fast, variation-based methods for the analysis of extended brain sources. EUSIPCO (2014)
Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon
Blind source separation of underdetermined mixtures of event-related sources. Signal Process. 101 (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)
Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon
Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG. EUSIPCO (2013)
Hanna Becker, Pierre Comon, Laurent Albera
Tensor-based preprocessing of combined EEG/MEG data. EUSIPCO (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)
Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet
Multiway space-time-wave-vector analysis for source localization and extraction. EUSIPCO (2010)
Florian Roemer, Hanna Becker, Martin Haardt
Analytical performance assessment for multi-dimensional Tensor-ESPRIT-type parameter estimation algorithms. ICASSP (2010)