Information Decomposition in Multivariate Systems: Definitions, Implementation and Application to Cardiovascular Networks

The continuously growing framework of information dynamics encompasses a set of tools, rooted in information theory and statistical physics, which allow to quantify different aspects of the statistical structure of multivariate processes reflecting the temporal dynamics of complex networks. Building...

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Detalhes bibliográficos

Principais autores:	Luca Faes, Alberto Porta, Giandomenico Nollo, Michal Javorka
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2016-12-01
coleção:	Entropy
Assuntos:	autonomic nervous system autoregressive processes cardiorespiratory interactions cardiovascular interactions Granger causality dynamical systems information dynamics information transfer redundancy and synergy multivariate time series analysis
Acesso em linha:	http://www.mdpi.com/1099-4300/19/1/5
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