A New Criterion for Global Asymptotic Stability of Multi-delayed Neural Networks
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- 作者：Kaiyu Liu ; Hongqiang Zhang
- 关键词：Delay neural Networks ; Global asymptotic stability ; Equilibrium analysis ; Lyapunov ; Krasovskii functional
- 刊名：Lecture Notes in Computer Science
- 出版时间：2009
- 出版年：2009
- 期刊代码：99_0302-9743
- 类别：cp
- 卷：5855
- 期：1
- 页码：350-360
- 数据来源：sp
摘要
This Letter presents some new sufficient conditions for the uniqueness and global asymptotic stability (GAS) of the equilibrium point for a class of neural networks with multiple constant time delays . It is shown that the use of a more general type of Lyapunov-Krasovskii functional enables us to establish global asymptotic stability of a class of delayed neural networks than those considered in some previous papers. Our results generalize or improve the previous results given in the literature.