时滞细胞神经网络的全局指数稳定

The Stability of Cellular Neural Networks with Time-varying Delay

本文利用Halanny时滞微分不等式和Lyapunov函数来研究具有可变时滞的细胞神经网络的平衡状态的全局指数稳定性,得到了不依赖于含任何未知函数存在性的简便代数判据,为实际应用提供方便。

Employing the extended Halanay's delay differential inequality and Lyapunov functions, we study globally exponential stability of equilibrium states of cellular neural networks with time-varying delays. The results presented here are independent of any independent of any unknown function and are the algebraic criteria entirely, which are abviously easy to be used.