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Title: Synchronization reveals topological scales in complex networks
Author: Arenas, Àlex
Díaz Guilera, Albert
Pérez-Vicente, Conrado, 1962-
Keywords: Física estadística
Xarxes neurals (Informàtica)
Statistical physics
Neural networks (Computer science)
Issue Date: 2006
Publisher: American Physical Society
Abstract: We study the relationship between topological scales and dynamic time scales in complex networks. The analysis is based on the full dynamics towards synchronization of a system of coupled oscillators. In the synchronization process, modular structures corresponding to well-defined communities of nodes emerge in different time scales, ordered in a hierarchical way. The analysis also provides a useful connection between synchronization dynamics, complex networks topology, and spectral graph analysis.
Note: Reproducció digital del document proporcionada per PROLA i
It is part of: Physical Review Letters, 2006, vol. 96, núm. 11, p. 114102-1-114102-4
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ISSN: 0031-9007
Appears in Collections:Articles publicats en revistes (Física de la Matèria Condensada)

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