Objective Procedure for Reconstructing Couplings in Complex Systems

Published: 13/03/2018
Objective Procedure for Reconstructing Couplings in Complex Systems
Source: ARXIV.ORG

Inferring directional connectivity from point process data of multiple elements is desired in various scientific fields such as neuroscience, geography, economics, etc. Here, we propose an inference procedure for this goal based on the kinetic Ising model. The procedure is composed of two steps: (1) determination of the time-bin size for transforming the point-process data to discrete time binary

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