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受迫复杂网络的共振响应:拓扑无序的作用。

Resonant response of forced complex networks: the role of topological disorder.

机构信息

Department of Chemical Physics, University of Science and Technology of China, Hefei, Anhui, People's Republic of China.

出版信息

Chaos. 2009 Sep;19(3):033122. doi: 10.1063/1.3211131.

Abstract

We investigate the effect of topological disorder on a system of forced threshold elements, where each element is arranged on top of complex heterogeneous networks. Numerical results indicate that the response of the system to a weak signal can be amplified at an intermediate level of topological disorder, thus indicating the occurrence of topological-disorder-induced resonance. Using mean field method, we obtain an analytical understanding of the resonant phenomenon by deriving the effective potential of the system. Our findings might provide further insight into the role of network topology in signal amplification in biological networks.

摘要

我们研究了拓扑无序对一类阈限元件系统的影响,其中每个元件都排布在复杂的非均匀网络之上。数值结果表明,在中间水平的拓扑无序下,系统对弱信号的响应可以被放大,从而表明了拓扑无序诱导共振的发生。我们使用平均场方法,通过推导系统的有效势,从理论上理解了共振现象。我们的发现可能为理解网络拓扑在生物网络中的信号放大作用提供进一步的启示。

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