Information theoretic interpretation of frequency domain connectivity measures
Statistics Theory
2010-12-03 v1 Neurons and Cognition
Statistics Theory
Abstract
To provide adequate multivariate measures of information flow between neural structures, modified expressions of Partial Directed Coherence (PDC) and Directed Transfer Function (DTF), two popular multivariate connectivity measures employed in neuroscience, are introduced and their formal relationship to mutual information rates are proved.
Cite
@article{arxiv.1012.0353,
title = {Information theoretic interpretation of frequency domain connectivity measures},
author = {Daniel Yasumasa Takahashi and Luiz Antonio Baccalá and Koichi Sameshima},
journal= {arXiv preprint arXiv:1012.0353},
year = {2010}
}
Comments
17 pages, 1 figure