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07/01/2022
Gradients of O-information: low-order descriptors of high-order dependencies
O-information is an information-theoretic metric that captures the overa...
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04/29/2022
Multiscale Partial Information Decomposition of Dynamic Processes with Short and Long-range correlations: Theory and Application to Cardiovascular Control
Heart rate variability results from the combined activity of several phy...
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02/08/2022
A Framework for the Time- and Frequency-Domain Assessment of High-Order Interactions in Brain and Physiological Networks
While the standard network description of complex systems is based on qu...
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10/26/2020
Local Granger Causality
Granger causality is a statistical notion of causal influence based on p...
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06/13/2019
Comparison of Methods for the Assessment of Nonlinearity in Short-Term Heart Rate Variability under different Physiopathological States
Despite the widespread diffusion of nonlinear methods for heart rate var...
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11/13/2018