Titlebook: Directed Information Measures in Neuroscience; Michael Wibral,Raul Vicente,Joseph T. Lizier Book 2014 Springer-Verlag Berlin Heidelberg 20

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https://doi.org/10.37307/b.978-3-503-20937-8and performs a compensation for the bias occurring for conditioning vectors of increasing dimension. The framework is illustrated on numerical examples showing its capability to deal with the curse of dimensionality in the multivariate computation of CondEn, and to reliably estimate SE, CE and TE in

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https://doi.org/10.1007/978-3-662-50321-8 flow patterns. Here we discuss how suitable generalizations of Transfer Entropy, taking into account switching between collective states of the analyzed circuits, can provide a picture of directed functional interactions in agreement with a “ground-truth” description at the dynamical systems level.

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