Synchronization reveals topological scales in complex networks
| Contribuinte(s) |
Universitat de Barcelona |
|---|---|
| Data(s) |
05/07/2010
|
| Resumo |
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. |
| Identificador | |
| Idioma(s) |
eng |
| Publicador |
American Physical Society |
| Direitos |
(c) American Physical Society, 2006 info:eu-repo/semantics/openAccess |
| Palavras-Chave | #Física estadística #Xarxes neurals (Informàtica) #Statistical physics #Neural networks (Computer science) |
| Tipo |
info:eu-repo/semantics/article |
