Expanding the Transfer Entropy to Identify Information Subgraphs in Complex Systems

Details Expanding the Transfer Entropy to Identify Information Subgraphs in Complex Systems Expanding the Transfer Entropy to Identify Information Subgraphs in Complex Systems

2012-03-14

arxiv.org/abs/1203.3037v1

Biology

Quantitative Biology

Quantitative Methods

4 pages 8 figures

Scientific paper

We propose a formal expansion of the transfer entropy to put in evidence irreducible sets of variables which provide information for the future state of each assigned target. Multiplets characterized by an high value will be associated to informational circuits present in the system, with an informational character (synergetic or redundant) which can be associated to the sign of the contribution. We also present preliminary results on fMRI and EEG data sets.

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