On the "Dependence" of "Independent" Group EEG Sources; an EEG Study on Two Large Databases

Marco Congedo (1) , Roy John (2) , Dirk de Ridder (3) , Leslie Prichep (2) , Robert Isenhart (2)

1 GIPSA-VIBS - GIPSA - Vision and Brain Signal Processing
2 BRL - Brain Research Laboratory
3 BRAI²N - Brain Research centre Antwerp for Innovative and Interdisciplinary Neuromodulation

The aim of this work is to study the coherence profile (dependence) of robust eyes-closed resting EEG sources isolated by group blind source separation (gBSS). We employ a test-retest strategy using two large sample normative databases (N = 57 and 84). Using a BSS method in the complex Fourier domain, we show that we can rigourously study the out-of-phase dependence of the extracted components, albeit they are extracted so as to be in-phase independent (by BSS definition). Our focus on lagged communication between components effectively yields dependence measures unbiased by volume conduction effects, which is a major concern about the validity of any dependence measures issued by EEG measurements. We are able to show the organization of the extracted components in two networks. Within each network components oscillate coherently with multiple-frequency dynamics, whereas between networks they exchange information at non-random multiple time-lag rates.

Mots clés: Independent Component Analysis (ICA); Connectivity; In-Phase Coherence; Blind Source Separation (BSS); Out- Of-Phase Coherence

Domaines: Neurosciences

Marco Congedo, Roy John, Dirk de Ridder, Leslie Prichep, Robert Isenhart. On the "Dependence" of "Independent" Group EEG Sources; an EEG Study on Two Large Databases. Brain Topography: a Journal of Cerebral Function and Dynamics, 2010, 23 (2), pp.134. ⟨10.1007/s10548-009-0113-6⟩. ⟨hal-00423717⟩