A Data-Driven Measure of Effective Connectivity Based on Renyi's α-Entropy

Transfer entropy (TE) is a model-free effective connectivity measure based on information theory. It has been increasingly used in neuroscience because of its ability to detect unknown non-linear interactions, which makes it well suited for exploratory brain effective connectivity analyses. Like all...

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Bibliographic Details
Main Authors: Ivan De La Pava Panche, Andres M. Alvarez-Meza, Alvaro Orozco-Gutierrez
Format: Article
Language:English
Published: Frontiers Media S.A. 2019-11-01
Series:Frontiers in Neuroscience
Subjects:
Online Access:https://www.frontiersin.org/article/10.3389/fnins.2019.01277/full