Main collaborators: Paulo Gonçalves, Pierre Borgnat, Julien Jung.
Semi-automatic extraction of functional dynamic networks describing patient’s epileptic seizures [pdf] [frontiers] [Code]
Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves, Julien Jung
Frontiers in Neurology, 09-2020
Multiplex network inference with sparse tensor decomposition for functional connectivity [pdf] [hal] [Code]
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
IEEE transaction T-SIPN, 03-2020
Regularized partial phase synchrony index applied to dynamical functional connectivity estimation [pdf] [hal] [Code]
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
ICASSP 2020, 01-2020
Temporarily activated patterns for multi-trial functional connectivity data [pdf] [Proceedings]
Gaëtan Frusque, Pierre Borgnat, Paulo Gonçalves
ASPAI’2020, 02-2020
Pattern extraction in multi-trial dynamical graphs of functional connectivities [pdf] [hal]
Gaëtan Frusque, Julien Jung, Pierre Borgnat, Paulo Gonçalves
Wavelets and Sparsity XVIII, 09-2019
Extraction of functional dynamic networks describing patient’s epileptic seizures
CCS2020, online, 12-2020.
Time Varying Graphical Lasso on Phase
Synchronizing Time Series
Seminar Inria Montbonnot, Grenoble (France), 10-2019
Signal processing over graphs, with a focus on neuroscience data
GdR ISIS conference day, Paris (France), 09-2019
Multiplex network inference with functional connectivity
Neuroinformatics and computational neuroscience day at CRNL, Lyon (France), 07-2019
Dynamical Networks decomposition using HOSVD and Clustering
Seminar Telecom Bretagne, Brest (France), 07-2018
New tensor methods and applications
GdR ISIS conference day , Paris (France), 06-2019
Help for the visual analysis of connectivity patterns in time and space common to the various seizures recorded in a patient via iEEG
21st French Epilepsy Days (JFE), Lyon (France), 10-2018
Decomposition of functional Connectivity Dynamical Networks using HOSVD and Clustering
GraphSIP, Aussois (France), 07-2018
Classification of functionnal connectivity measures from multi-trial dynamical graphs
3rd Graph Signal Processing Workshop, GSP’18, EPFL (Switzerland) - 06-2018
Decomposition of dynamic networks via
Non-Negative Matrix Factorization
Neuroinformatics and computational neuroscience day at CRNL, Lyon (France), 11-2017