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具有混合时滞模糊神经网络的全局指数稳定性分析

Global exponential stability of fuzzy cellular neural networks with mixed delays
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摘要 主要研究一类具有混合时滞的模糊神经网络.运用不动点定理,M-矩阵理论和一些分析技术,得到了唯一平衡点存在和全局指数稳定的充分条件。实例证明了所得结果的有效性。 In this paper,a class of fuzzy cellular neural networks with mixed delays is studied.By using the fixed point theorem,M-matrix theory and some analytic techniques,sufficient conditions for the existence and global exponential stability of the unique equilibrium point are obtained.For illustration,an example is given to show the effectiveness of the obtained results.
作者 孙骏 陈立平
出处 《安徽建筑工业学院学报(自然科学版)》 2011年第1期29-32,共4页 Journal of Anhui Institute of Architecture(Natural Science)
关键词 模糊神经网络 混合时滞 不动点定理 指数稳定 fuzzy neural networks mixed delays fixed point theorem exponential stability
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参考文献12

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