摘要
以随机Fubini定理为基础,研究具有分布参数的Hopfield随机神经网络的镇定问题,该神经网络具有衰减的随机扰动。构造了一个关于空间变量平均的Lyapunov函数,用Lyapunov第二方法给出了使该类随机神经网络控制系统镇定的控制器设计,并通过一实例证明了该控制器的有效性。
Based on Fubini theorem, the stabilization of distributed parameter type Hopfield neural networks with stochastic disturbance is discussed in this paper.A Lyapunov function that is about the average respect to the spatial variables is given.The design of controller to stabilize the stochastic neural network control systems is obtained by Lyapunov second method. An example has been given to illustrate the validity of the very controller.
