具时延的细胞神经网络的全局渐近稳定性分析
GLOBAL ASYMPOTOTIC STABILITY ANALYSIS OF DELAYED CELLULAR NEURAL NETWORKS
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摘要: 本文通过Lyapunov泛函方法和新的不等式a2b(2a3+b3)/3,(a,b0)分析技巧,讨论了一类具时延的细胞神经网络DCNN全局渐近稳定性问题,得到了若干新的充分判据,这些判据可用于设计出各种全局稳定的网络。Abstract: This paper analyses further global asympototic stability of a class of delayed cellular neural networks by means of Lyapunov functional method and new inequality a2b(2a3+b3)/3, (a,b0) analysis technique, and some new sufficient criteria are obtained. These criteria are of theoretical and applicable important significance in the design of globally stable networks.
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