Synchronization reveals topological scales in complex networks

被引：593

作者：

Arenas, A ^{[1
]}

Díaz-Guilera, A

Pérez-Vicente, CJ

机构：

[1] Univ Rovira & Virgili, Dept Engn Informat & Matemat, Tarragona 43007, Spain

[2] Univ Barcelona, Dept Fis Fonamental, E-08028 Barcelona, Spain

来源：

PHYSICAL REVIEW LETTERS | 2006年 / 96卷 / 11期

关键词：

D O I：

10.1103/PhysRevLett.96.114102

中图分类号：

O4 [物理学];

学科分类号：

0702 ;

摘要：

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.

引用

页数：4

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