Network reconstruction from random phase-resetting

Details Network reconstruction from random phase-resetting Network reconstruction from random phase-resetting

2010-12-16

arxiv.org/abs/1012.3624v3

Nonlinear Sciences

Chaotic Dynamics

Scientific paper

We propose a novel method of reconstructing the topology and interaction functions for a general oscillator network. An ensemble of initial phases and the corresponding instantaneous frequencies is constructed by repeating random phase-resets of the system dynamics. The desired details of network structure are then revealed by appropriately averaging over the ensemble. The method is applicable for a wide class of networks with arbitrary emergent dynamics, including full synchrony.

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