413 citations · 1.7k across the 44 of their papers we have counts for
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Conserved Ising Model on the Human Connectome
Sebastiano Stramaglia, Mario Pellicoro, Leonardo Angelini +5
Dynamical models implemented on the large scale architecture of the human brain may shed light on how function arises from the underlying structure. This is the case notably for si…
Neural Networks with Non-Uniform Embedding and Explicit Validation Phase to Assess Granger Causality
Alessandro Montalto, Sebastiano Stramaglia, Luca Faes +3
A challenging problem when studying a dynamical system is to find the interdependencies among its individual components. Several algorithms have been proposed to detect directed dy…
Synergetic and redundant information flow detected by unnormalized Granger causality: application to resting state fMRI
Sebastiano Stramaglia, Leonardo Angelini, Guorong Wu +3
Objectives: We develop a framework for the analysis of synergy and redundancy in the pattern of information flow between subsystems of a complex network. Methods: The presence of r…