Network reconstruction from random phase-resetting
Chaotic Dynamics
2015-05-20 v3 Statistical Mechanics
Abstract
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.
Cite
@article{arxiv.1012.3624,
title = {Network reconstruction from random phase-resetting},
author = {Zoran Levnajić and Arkady Pikovsky},
journal= {arXiv preprint arXiv:1012.3624},
year = {2015}
}