Synchronization control of stochastically coupled neural networks with mixed time-delays
会议名称：《2009中国控制与决策会议》
会议日期：2009年
学科分类：12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术（可授工学、理学学位）]
基 金：supported by the National“863”Key Program of China(2008AA042902)
关 键 词：Synchronization Stochastic coupling Discrete and distributed time-delays Lyapunov-Krasovskii functional Global asymptotic stability
摘 要：正This paper is concerned with the synchronization control problem of an array of linearly stochastically coupled identical neural networks with discrete and distributed *** the discrete and distributed time-delays terms are introduced to model a more realistic dynamical behavior of systems in practice,besides the stochastic coupling *** utilizing the Lyapunov-Krasovskii functional method and linear matrix inequality（LMI） approach,several new criterions are derived to ensure the synchronization of the system studied in this ***,on the basis of the stable conditions of the error system,the estimation gains of the novel delayed feedback controller can be *** examples are provided to present the effectiveness of the theoretical results.