Quantifying Dynamical High-Order Interdependencies From the O-Information: An Application to Neural Spiking Dynamics

We address the problem of efficiently and informatively quantifying how multiplets of variables carry information about the future of the dynamical system they belong to. In particular we want to identify groups of variables carrying redundant or synergistic information, and track how the size and t...

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Bibliographic Details
Main Authors: Sebastiano Stramaglia, Tomas Scagliarini, Bryan C. Daniels, Daniele Marinazzo
Format: Article
Language:English
Published: Frontiers Media S.A. 2021-01-01
Series:Frontiers in Physiology
Subjects:
Online Access:https://www.frontiersin.org/articles/10.3389/fphys.2020.595736/full