Electroencéphalographie avec plus d'un individu simultanément; aspects théoriques du traitement du signal.

par Louis Korczowski

Projet de thèse en Signal image parole telecoms

Sous la direction de Christian Jutten et de Marco Congedo (edisce).

Thèses en préparation à Grenoble Alpes , dans le cadre de Electronique, Electrotechnique, Automatique, Traitement du Signal (EEATS) , en partenariat avec Grenoble Images Parole Signal Automatique (laboratoire) et de Images et Signal : VISION AND BRAIN SIGNAL PROCESSING (VIBS) (equipe de recherche) depuis le 01-10-2013 .

  • Titre traduit

    Electroencephalography on more than one Individual simultaneously; theoretical aspects of data signal processing.


  • Résumé

    This research aims at exploring the signal processing of several sets of multidimensional data acquired simultaneously. We aim at tracing several measures summarizing the degree of cerebral synchronization between the two (or more) brains, but also to study the variations of such measures as a function of the context and environmental variables. In other words, our goal is to observe the spontaneous coupling between the two (or more) brains by a multivariate analysis of the dependency structure of the electroencephalographic data, following the dynamics along time and across experimental conditions. For doing this, I will explore theoretical aspects of joint multivariate methods such as joint blind source separation (Li et al., 2011; Congedo et al., 2011; Congedo et al., 2012; Phlypo, 2013), methods borrowed from the field of non-linear dynamics (Stam, 2005), as well as symmetrical and directed measures of synchrony that can be found in the literature.