Complete Synchronization in Coupled Chaotic HR Neurons with Symmetric Coupling Schemes

Complete Synchronization in Coupled Chaotic HR Neurons with Symmetric Coupling Schemes
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DOI:
10.1088/0256-307x/22/9/009
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发表时间:
2005-09
影响因子:
3.5
通讯作者:
Hai-Xia Wang;Qi-Shao Lu;Qing-Yun Wang
Hai-Xia Wang;Qi-Shao Lu;Qing-Yun Wang
中科院分区:
物理与天体物理3区
文献类型:
--
作者:
Hai-Xia Wang;Qi-Shao Lu;Qing-Yun Wang

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研究了对称耦合混沌神经元阵列的混沌同步问题。通过将耦合系统的变分方程转化为块对角变分方程,导出了同步流形稳定性的判据,并给出了不同耦合情况下同步的临界耦合强度.作为示例,考虑了具有开放式(即链)、环、星星和全对全(即全局)耦合方案的HR神经元。结果表明,耦合机制在神经元的同步和信息传递中起着重要作用。
Chaos synchronization in an array of coupled chaotic neurons with symmetric coupling is investigated. A criterion for the stability of the synchronization manifold is deduced by transforming the variational equation of the coupled system into a block diagonal one, and the critical coupling strengths for synchronization in different coupled cases are given. As examples for illustration, the HR neurons with the open-ended (i.e. chain), ring, star and all-to-all (i.e. global) coupling schemes are considered. It is shown that the coupling scheme plays an important role in synchronization and information transmission of neurons.