Network Reconstruction from Random Phase Resetting
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.
- Publication:
-
Physical Review Letters
- Pub Date:
- July 2011
- DOI:
- arXiv:
- arXiv:1012.3624
- Bibcode:
- 2011PhRvL.107c4101L
- Keywords:
-
- 05.45.Xt;
- 87.19.lj;
- Synchronization;
- coupled oscillators;
- Neuronal network dynamics;
- Nonlinear Sciences - Chaotic Dynamics;
- Condensed Matter - Statistical Mechanics
- E-Print:
- doi:10.1103/PhysRevLett.107.034101