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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
Autores principales: Novelli, Leonardo, Lizier, Joseph T.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MIT Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8233116/
https://www.ncbi.nlm.nih.gov/pubmed/34189370
http://dx.doi.org/10.1162/netn_a_00178