Topological features determining the error in the inference of networks using transfer entropy

The problem of inferring interactions from observations of individual behavior in networked dynamical systems is ubiquitous in science and engineering. From brain circuits to financial networks, there is a dire need for robust methodologies that can unveil network structures from individual time ser...

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Bibliographic Details
Main Authors: Roy H. Goodman, Maurizio Porfiri
Format: Article
Language:English
Published: AIMS Press 2020-05-01
Series:Mathematics in Engineering
Subjects:
Online Access:https://www.aimspress.com/article/10.3934/mine.2020003/fulltext.html