Publications – Neural Coding

Ahmad Mheich, Mahmoud Hassan, Mohamad Khalil, Vincent Gripon, Olivier Dufor, Fabrice Wendling: SimiNet: a Novel Method for Quantifying Brain Network Similarity IEEE Transactions on Pattern Analysis and Machine Intelligence : 2017
M Hassan, I Merlet, A Mheich, A Kabbara, A Biraben, A Nica, F Wendling: Identification of interictal epileptic networks from dense-EEG Brain Topography : 2017
Mheich A., Hassan M., Khalil M., Gripon V., Dufor O. and Wendling F.: SimiNet: a Novel Method for Quantifying Brain Network Similarity IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), in Revision : 2017
Kabbara A., El Falou W., Khalil M , Wendling F., Hassan M.: The dynamic functional core network of the human brain at rest Nature Scientific Reports, in Revision : 2017
A Mheich, M Hassan, O Dufor, M Khalil, F Wendling: Combining EEG source connectivity and network similarity: Application to object categorization in the human brain IEEE Workshop on Statistical Signal Processing, 26-29June, Palma de Mallorca : 2016
J Rizkallah, P Benquet, F Wendling, M Khalil, A Mheich, O Dufor, M Hassan: Brain network modules of meaningful and meaningless objects The 3rd Middle East Conference on Biomedical Engineering (MECBME’16), Beirut, Lebanon, October : 2016
Fabrice Wendling: Reengineering electroencephalography: toward high space/time resolution techniques for imaging brain (dys)functions IEEE International Multidisciplinary Conference on Engineering Technology 2-4 Novembre – Beirut, Lebanon : 2016
PATENT APPLICATION : M. Hassan, F. Wendling.: Dynamic reorganization of functional brain networks during cognitive task : 2016
Mahmoud Hassan, Olivier Dufor, Ahmad Mheich, Arnaud Biraben, Claude Berrou, Pascal Benquet, Fabrice Wendling: Connectivité de sources en EEG-hr et dynamique des réseaux cérébraux fonctionnels XXVe Colloque GRETSI 2015 : 2015
* Mahmoud Hassan, Pascal Benquet, Arnaud Biraben, Claude Berrou, Olivier Dufor, Fabrice Wendling: Dynamic reorganization of functional brain networks during picture naming Cortex : 2015
Mheich A., Hassan M., Dufor O., Khalil M., Berrou C., Wendling F.: Spatiotemporal analysis of brain functional connectivity 6th European Conference of the International Federation for Medical and Biological Engineering (MBEC), Croatia. : 2015
Hassan M., Dufor O., Benquet P., Berrou C., Wendling F.: Identification of brain networks with high time/space resolution using dense EEG. 7th International IEEE EMBS Neural engineering Conference, Montpellier, France. : 2015
Mheich A., Hassan M., Khalil M., Berrou C., Wendling F.: A new algorithm for spatiotemporal analysis of brain functional connectivity Journal of Neuroscience Methods : 2015
X. Jiang, V. Gripon, C. Berrou and M. Rabbat: Storing sequences in binary tournament-based neural networks IEEE Trans. Neural Networks and Learning Systems : 2015
Mheich A., Hassan M., Gripon V., Dufor O., Khalil M., Berrou C., Wendling F: A novel algorithm for measuring graph similarity: application to brain networks 7th International IEEE EMBS Neural engineering Conference, Montpellier, France : 2015
M Hassan, F Wendling: Tracking dynamics of functional brain networks using dense EEG IRBM : 2015
Shamas M., Wendling F., El Falou W., and Hassan M.: EEGNET: A Novel Tool for Processing and Mapping EEG Functional Networks 7th International IEEE EMBS Neural engineering Conference, Montpellier, France. : 2015
Claude Berrou, Xiaoran Jiang, Vincent Gripon, Olivier Dufor, Fabrice Wendling, and Mahmoud Hassan: Binary recurrent neural networks with random coding The First International Conference on Mathematical NeuroScience (ICMNS) : 2015
Hassan M., Benquet P., Biraben A., Berrou C., Dufor O., Wendling F.: Dynamic reorganization of functional brain networks during picture naming Cortex : 2015
* Hassan M., Dufor O., Merlet I., Berrou C., Wendling F.: EEG source connectivity analysis: from dense array recordings to brain networks PLoS One : 2014
B. Kamary Aliabadi, C. Berrou, V. Gripon and X. Jiang: Storing sparse messages in networks of neural cliques IEEE Trans. Neural Networks and Learning Systems : 2014
X. Jiang: Storing sequences in binary neural networks with high efficiency : 2014
C. Berrou, O. Dufor, V. Gripon and X. Jiang: Information, noise, coding, modulation: what about the brain Proc. of 8th Int’l Symposium on Turbo Codes & Iterative Information Processing, Bremen, Germany. : 2014
F. Leduc-Primeau, V. Gripon, M. Rabbat and W. Gross: Cluster-based Associative Memories Built From Unreliable Storage Proc. of ICASSP, Florence, Italy, : 2014
Hassan M., Dufor O., Mheich A., Berrou C., Wendling F.: “Graph-based analysis of brain connectivity during spelling task”, IEEE ICABME, September 2013, Lebanon. : 2013
V. Gripon and M. Rabbat: Maximum likelihood associative memories Proc. of IEEE Information Theory Workshop : 2013
C. Berrou, V. Gripon, X. Jiang and B. Kamary Aliabadi: A mental information theory French-Israeli Inter-Academic Meeting on Mathematics, Académie des sciences, Paris : 2013
C. Berrou, V. Gripon, O. Dufor, X. Jiang et B. Kamary Aliabadi: Codes sur graphes et mémoire cérébrale GRETSI, Brest , Invited conference : 2013