Publications

Here is my research gate profile, google scholar or DPLB.

• Bekhti, Y., Phd manuscript: Contributions to sparse source localization for MEG/EEG brain imaging. (manuscript)
• Bekhti, Y., Lucka, F., Salmon, J., and Gramfort, A., A Hierarchical Bayesian perspective on majorization-minimization for non-convex sparse regression: application to M/EEG source imaging. preprint arXiv:1710.08747, 2017.

• Bekhti, Y., Badeau, R., and Gramfort, A., Hyperparameter Estimation in Maximum a Posteriori Regression Using Group Sparsity with an Application to Brain Imaging. In EUSIPCO, August 2017.
• Bekhti, Y., Gramfort, A., Zilber, N., and van Wassenhove, V., Decoding the categorization of visual motion with magnetoencephalography. bioRxiv, p.103044, 2017.
• Jas, M., Engemann, D.A., Bekhti, Y., Raimondo, F., and Gramfort, A., Autoreject: Automated artifact rejection for MEG and EEG data. NeuroImage, 2017.

• Bekhti, Y., Strohmeier, D., Jas, M., Badeau, R., and Gramfort, A., M/EEG source localization with multi-scale time-frequency dictionaries. In 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), June, 2016.
• Jas, M., Engemann, D., Raimondo, F., Bekhti, Y., and Gramfort, A. Automated rejection and repair of bad trials in MEG/EEG. In 6th International Workshop on Pattern Recognition in Neuroimaging (PRNI), June, 2016.
• Strohmeier, D., Bekhti, Y., Haueisen, J., and Gramfort, A., The iterative reweighted Mixed-Norm Estimate for spatio-temporal MEG/EEG source reconstruction. In IEEE Transaction on Medical Imaging, April 2016.

• Bekhti, Y., Zilber, N., Pedregosa, F., Ciuciu, P., van Wassenhove, V., and Gramfort, A., Decoding perceptual thresholds from MEG/EEG. In Pattern Recognition in Neuroimaging, 2014 International Workshop on (pp. 1-4). IEEE.