Title:
|
Synchronization reveals topological scales in complex networks
|
Author:
|
Arenas, Àlex; Díaz Guilera, Albert; Pérez-Vicente, Conrado, 1962-
|
Other authors:
|
Universitat de Barcelona |
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. |
Subject(s):
|
-Física estadística -Xarxes neurals (Informàtica) -Statistical physics -Neural networks (Computer science) |
Rights:
|
(c) American Physical Society, 2006
|
Document type:
|
Article Article - Published version |
Published by:
|
American Physical Society
|
Share:
|
|