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The networks scale and coupling parameter in synchronization of neural networks with diluted synapses

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  • Li, Yan-Long
  • Ma, Jun
  • Chen, Yu-Hong
  • Xu, Wen-Ke
  • Wang, Ying-Hai

Abstract

In this paper the influence of the networks scale on the coupling parameter in the synchronization of neural networks with diluted synapses is investigated. Using numerical simulations, an exponential decay form is observed in the extreme case of global coupling among networks and full connection in each network; the larger linked degree becomes, the larger critical coupling intensity becomes; and the oscillation phenomena in the relationship of critical coupling intensity and the number of neural networks layers in the case of small-scale networks are found.

Suggested Citation

  • Li, Yan-Long & Ma, Jun & Chen, Yu-Hong & Xu, Wen-Ke & Wang, Ying-Hai, 2008. "The networks scale and coupling parameter in synchronization of neural networks with diluted synapses," Chaos, Solitons & Fractals, Elsevier, vol. 36(4), pages 1062-1066.
    • Handle: RePEc:eee:chsofr:v:36:y:2008:i:4:p:1062-1066
    DOI: 10.1016/j.chaos.2006.08.032
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    Cited by:

    1. Li, Hong-Li & Hu, Cheng & Jiang, Yao-Lin & Wang, Zuolei & Teng, Zhidong, 2016. "Pinning adaptive and impulsive synchronization of fractional-order complex dynamical networks," Chaos, Solitons & Fractals, Elsevier, vol. 92(C), pages 142-149.

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