摘要
定义了离散型神经网络全局指数同步的概念,研究了一类离散型时滞神经网络的全局指数同步问题,给出了这类神经网络全局指数同步的充分性判据,判据的有效性可通过LMI工具箱得到检验.
The definition of global exponential synchronization of the discrete-time neural networks is given in this paper. And the global exponential synchronization problem of a class of discrete-time neural networks is discussed. The Obtained results can be easily checked by utilizing the numerically efficient Matlab LMI toolbox.
出处
《韶关学院学报》
2012年第4期9-12,共4页
Journal of Shaoguan University
基金
韶关学院基金项目(韶学院[2012]1号)
关键词
神经网络
离散神经网络
指数同步
离散时滞
随机动力系统
neural networks
discrete-time neural networks
exponential synchronization
time-varying delays
delayed dynamical system
