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Estimation of Granger causality through Artificial Neural Networks: applications to physiological systems and chaotic electronic oscillators

One of the most challenging problems in the study of complex dynamical systems is to find the statistical interdependencies among the system components. Granger causality (GC) represents one of the most employed approaches, based on modeling the system dynamics with a linear vector autoregressive (V...

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Detaylı Bibliyografya
Yayımlandı:PeerJ Comput Sci
Asıl Yazarlar: Antonacci, Yuri, Minati, Ludovico, Faes, Luca, Pernice, Riccardo, Nollo, Giandomenico, Toppi, Jlenia, Pietrabissa, Antonio, Astolfi, Laura
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: PeerJ Inc. 2021
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC8157130/
https://ncbi.nlm.nih.gov/pubmed/34084917
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.7717/peerj-cs.429
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