Condensed Matter > Disordered Systems and Neural Networks
[Submitted on 24 Jun 2003 (v1), last revised 6 Jul 2003 (this version, v2)]
Title:Heterogeneity in oscillator networks: Are smaller worlds easier to synchronize?
View PDFAbstract: Small-world and scale-free networks are known to be more easily synchronized than regular lattices, which is usually attributed to the smaller network distance between oscillators. Surprisingly, we find that networks with a homogeneous distribution of connectivity are more synchronizable than heterogeneous ones, even though the average network distance is larger. We present numerical computations and analytical estimates on synchronizability of the network in terms of its heterogeneity parameters. Our results suggest that some degree of homogeneity is expected in naturally evolved structures, such as neural networks, where synchronizability is desirable.
Submission history
From: Takashi Nishikawa [view email][v1] Tue, 24 Jun 2003 22:39:05 UTC (19 KB)
[v2] Sun, 6 Jul 2003 21:39:13 UTC (19 KB)
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