Stability analysis for cellular neural networks with variable delays
Stability analysis for cellular neural networks with variable delays
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DOI：
10.1016/j.chaos.2005.05.026
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发表时间：
2006-04
影响因子：
7.8
通讯作者：
Qiang Zhang;Xiaopeng Wei;Jin Xu
中科院分区：
文献类型：
--
作者：
Qiang Zhang;Xiaopeng Wei;Jin Xu
利用基于时滞微分不等式的方法，得到了变时滞细胞神经网络全局指数稳定的几个充分条件。该方法不需要利用Lyapunov泛函，对时滞神经网络的稳定性分析是简单有效的。文献中已有的一些结果是所给结果的特例。
Some sufficient conditions for the global exponential stability of cellular neural networks with variable delay are obtained by means of a method based on delay differential inequality. The method, which does not make use of Lyapunov functionals, is simple and effective for the stability analysis of neural networks with delay. Some previously established results in the literature are shown to be special cases of the presented result.