论文部分内容阅读
讨论了带有可变时滞的随机区间Hopfield神经网络的指数稳定性 ,利用It^o公式和Lyapunov函数 ,得到了几个关于其指数稳定时滞无关和时滞相关的充分性条件 ,推广了现有文献中关于定常时滞随机神经网络及其确定形式的许多结果 .
The exponential stability of stochastic interval Hopfield neural networks with variable delay is discussed. By using It ^ o formula and Lyapunov function, several sufficient conditions for the independence of delay and exponential stability are obtained. Numerous results of the existing literature on stochastic neural networks with stationary delays and their deterministic forms.