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arxiv: 1012.3624 · v3 · pith:K7AAZ2PLnew · submitted 2010-12-16 · 🌊 nlin.CD · cond-mat.stat-mech

Network reconstruction from random phase-resetting

classification 🌊 nlin.CD cond-mat.stat-mech
keywords networkdynamicsensemblemethodrandomapplicableappropriatelyarbitrary
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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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