doi: 10.1103/PhysRevLett.96.114102.
Epub 2006 Mar 22.
Synchronization reveals topological scales in complex networks
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- PMID: 16605825
- DOI: 10.1103/PhysRevLett.96.114102
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Synchronization reveals topological scales in complex networks
Phys Rev Lett.
.
Free article
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.
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