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Inferring network properties from time series using transfer entropy and mutual information: Validation of multivariate versus bivariate approaches

Functional and effective networks inferred from time series are at the core of network neuroscience. Interpreting properties of these networks requires inferred network models to reflect key underlying structural features. However, even a few spurious links can severely distort network measures, pos...

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Detalhes bibliográficos
Publicado no:Netw Neurosci
Main Authors: Novelli, Leonardo, Lizier, Joseph T.
Formato: Artigo
Idioma:Inglês
Publicado em: MIT Press 2021
Assuntos:
Acesso em linha:https://ncbi.nlm.nih.gov/pmc/articles/PMC8233116/
https://ncbi.nlm.nih.gov/pubmed/34189370
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/netn_a_00178
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