Hanna Becker

According to our database, Hanna Becker authored at least 19 papers between 2010 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

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

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

Higher order direction finding from rectangular cumulant matrices: The rectangular 2q-MUSIC algorithms.

Hanna Becker, Pascal Chevalier, Martin Haardt

Signal Process., 2017

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

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

Proceedings of the 26th IEEE International Workshop on Machine Learning for Signal Processing, 2016

Experimental Study of an Underlay Cognitive Radio System: Model Validation and Demonstration.

Hanna Becker, Ankit Kaushik, Shree Krishna Sharma, Symeon Chatzinotas, Friedrich K. Jondral

Proceedings of the Cognitive Radio Oriented Wireless Networks, 2016

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

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, Isabelle Merlet

Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

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

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2014

Blind source separation of underdetermined mixtures of event-related sources.

Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon

Signal Process., 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

High resolution direction finding from rectangular higher order cumulant matrices: The rectangular 2Q-music algorithms.

Hanna Becker, Pascal Chevalier, Martin Haardt

Proceedings of the IEEE International Conference on Acoustics, 2014

A performance study of various brain source imaging approaches.

Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Fabrice Wendling, Isabelle Merlet

Proceedings of the IEEE International Conference on Acoustics, 2014

Fast, variation-based methods for the analysis of extended brain sources.

Hanna Becker, Laurent Albera, Pierre Comon, Rémi Gribonval, Isabelle Merlet

Proceedings of the 22nd European Signal Processing Conference, 2014

2013

Robust 3-way tensor decomposition and extended state Kalman filtering to extract fetal ECG.

Mohammad Niknazar, Hanna Becker, Bertrand Rivet, Christian Jutten, Pierre Comon

Proceedings of the 21st European Signal Processing Conference, 2013

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

Tensor-based preprocessing of combined EEG/MEG data.

Hanna Becker, Pierre Comon, Laurent Albera

Proceedings of the 20th European Signal Processing Conference, 2012

2010

Analytical performance assessment for multi-dimensional Tensor-ESPRIT-type parameter estimation algorithms.

Florian Roemer, Hanna Becker, Martin Haardt

Proceedings of the IEEE International Conference on Acoustics, 2010

Multiway space-time-wave-vector analysis for source localization and extraction.

Hanna Becker, Pierre Comon, Laurent Albera, Martin Haardt, Isabelle Merlet

Proceedings of the 18th European Signal Processing Conference, 2010