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Kernel-Granger causality and the analysis of dynamical networks

✍ Scribed by Marinazzo, D.; Pellicoro, M.; Stramaglia, S.

Book ID
125861819
Publisher
The American Physical Society
Year
2008
Tongue
English
Weight
208 KB
Volume
77
Category
Article
ISSN
1063-651X

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## Abstract This article describes the combination of multivariate Granger causality analysis, temporal down‐sampling of fMRI time series, and graph theoretic concepts for investigating causal brain networks and their dynamics. As a demonstration, this approach was applied to analyze epoch‐to‐epoch