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Large-scale directed network inference with multivariate transfer entropy and hierarchical statistical testing

Network inference algorithms are valuable tools for the study of large-scale neuroimaging datasets. Multivariate transfer entropy is well suited for this task, being a model-free measure that captures nonlinear and lagged dependencies between time series to infer a minimal directed network model. Gr...

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Foilsithe in:Netw Neurosci
Main Authors: Novelli, Leonardo, Wollstadt, Patricia, Mediano, Pedro, Wibral, Michael, Lizier, Joseph T.
Formáid: Artigo
Teanga:Inglês
Foilsithe: MIT Press 2019
Ábhair:
Rochtain Ar Líne:https://ncbi.nlm.nih.gov/pmc/articles/PMC6663300/
https://ncbi.nlm.nih.gov/pubmed/31410382
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1162/netn_a_00092
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