控制理论与应用2002，Vol.19Issue(3)：442-444,449,4.
含时延的联想记忆神经网络的指数吸引域和指数收敛速度
Exponential Attraction Domain and Exponential Convergent Rate of Associative Memory Neural Networks with Delays
摘要
Abstract
Exponential stability of associative memory neural networks with delays, in which there are more equilibria corresponding to different modes, is discussed by employing the inequality techniques and the properties of nonnegative matrices. Some estimation results about the exponential attraction domain and the exponential convergent rate of equilibrium and sufficient conditions for associative memory neural networks with delays to be exponentially stable are obtained. These results can be used not only for evaluation of error-correction capability of associative memory neural networks with delays, but also for the synthesis of such networks.关键词
时延/联想记忆神经网络/指数吸引域/指数收敛速度Key words
delay/associative memory neural network/exponential attraction domain/exponential convergent rate分类
信息技术与安全科学引用本文复制引用
李树勇,徐道义..含时延的联想记忆神经网络的指数吸引域和指数收敛速度[J].控制理论与应用,2002,19(3):442-444,449,4.基金项目
supported by National Natural Science Foundation of China (19771059) and Education Bureau of Sichuan Province (01LA42). （19771059）
