Inferring coupling strength from event-related dynamics

Abstract

We propose an approach for inferring strength of coupling between two systems from their transient dynamics. This is of vital importance in cases where most information is carried by the transients, for instance in evoked potentials measured commonly in electrophysiology. We show viability of our approach using nonlinear and linear measures of synchronization on a population model of thalamocortical loop and on a system of two coupled Roessler-type oscillators in non-chaotic regime.

Final version published in Phys Rev E