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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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Detalles Bibliográficos
Publicado en:Netw Neurosci
Main Authors: Novelli, Leonardo, Lizier, Joseph T.
Formato: Artigo
Idioma:Inglês
Publicado: MIT Press 2021
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Acceso en liña: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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