Passivity and pinning passivity of complex dynamical networks with spatial diffusion coupling

Passivity and pinning passivity of complex dynamical networks with spatial diffusion coupling
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具有空间扩散耦合的复杂动态网络的无源性和钉扎无源性

DOI:
10.1016/j.neucom.2016.06.076
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发表时间:
2017-03
期刊:
影响因子:
6
通讯作者:
Bei-Bei Xu
Bei-Bei Xu
中科院分区:
计算机科学2区
文献类型:
--
作者:
Shun-Yan Ren;Jigang Wu;Bei-Bei Xu

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提出了一种具有空间扩散耦合的耦合时滞反应扩散神经网络。利用Lyapunov泛函方法作为有效工具,建立了具有空间扩散耦合的CDRDNN的几个无源性判据。此外,深入研究了具有空间扩散耦合的CDRDNN的钉扎无源性,建立了保证具有空间扩散耦合的CDRDNN无源性的相应条件。文中还给出了两个具有仿真结果的算例,验证了所提出的无源性结果的正确性。
A coupled delayed reaction–diffusion neural networks (CDRDNNs) with spatial diffusion coupling is presented in this paper. By exploiting Lyapunov functional method as an effective tool, several passivity criteria for CDRDNNs with spatial diffusion coupling are established. Furthermore, pinning passivity of the CDRDNNs with spatial diffusion coupling has been deeply investigated and the corresponding conditions ensuring passivity of the CDRDNNs with spatial diffusion coupling are established. Two examples with simulation results are also given to verify the correctness of proposed passivity results.
复杂延迟动态网络的局部和全局指数输出同步
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