Existence and Stability of Equilibrium of Discrete-Time Neural Networks With Distributed Delays

摘要：

We study the global stability and existence of discrete-time neural networks with distributed delays by using semi-discretization technique and a Lyapunov functional. A sufficient condition is presented in this paper for the existence and global exponential stability of the equilibrium point of discrete-time neural networks with distributed delays. It is shown that the convergence dynamics of this kind of continuous-time networks reported so far in the literature are preserved by the discrete-time analogues without any restriction on the discretization step-size.

关键词： neural networks discrete-time distributed delays

作者: Xuyang Lou Baotong Cui Qian Ye

作者单位: School of IoT Engineering, and Key Laboratory of Advanced Process Control for Light Industry,Dept. of Information Technology Jiangnan University, Wuxi, China

会议类型: 国际会议

会议名称: The 2011 International Workshop on Internet of Things Technology and Innovative Application Design(2011年国际物联网技术与创新应用设计研讨会IOT Workshop 2011)

会议地点: 北京

会议语种:英文

页码: 381-384

在线出版日期: 2011-08-24（万方平台首次上网日期，不代表论文的发表时间）