收藏本站
《中国自动化学会控制理论专业委员会B卷》2011年
收藏 | 手机打开
二维码
手机客户端打开本文

Stability Analysis on Discrete-Time Cohen-Grossberg Neural Networks with Bounded Distributed Delay

【摘要】:正This paper investigates the asymptotical stability for discrete-time Cohen-Grossberg neural networks with both time-varying and distributed delays.By constructing a novel Lyapunov-Krasovskii functional and introducing some free-weighting matrices,one delay-dependent sufficient condition is obtained by using convex combination.The criterion is presented in terms of LMIs and the feasibility can be easily checked with the help of LMI in Matlab Toolbox.In addition,the activation function can be described more generally,which generalizes those earlier methods.Finally,the effectiveness of obtained results can be further illustrated by one numerical example in comparison with the existent ones.

【共引文献】
中国硕士学位论文全文数据库 前3条
1 龙思成;几类随机神经网络的稳定性分析[D];中南大学;2010年
2 郑玉卿;随机神经网络的稳定性与同步分析[D];燕山大学;2014年
3 钟向楠;不确定Markov跳变线性系统的鲁棒镇定研究[D];东北大学;2012年
【相似文献】
中国期刊全文数据库 前4条
1 张文兵;方建安;;Stochastic Stability of Gene Regulatory Networks with Mixed Time-Delays[J];Journal of Donghua University(English Edition);2011年01期
2 ;New Delay-dependent Global Asymptotic Stability Condition for Hopfield Neural Networks with Time-varying Delays[J];International Journal of Automation & Computing;2009年04期
3 O.M.Kwon;J.W.Kwon;S.H.Kim;;New results on stability criteria for neural networks with time-varying delays[J];Chinese Physics B;2011年05期
4 ;Global stability of Cohen-Grossberg neural networks with time-varying and distributed delays[J];Journal of Control Theory and Applications;2008年04期
中国重要会议论文全文数据库 前1条
1 ;Stability Analysis on Discrete-Time Cohen-Grossberg Neural Networks with Bounded Distributed Delay[A];中国自动化学会控制理论专业委员会B卷[C];2011年
中国知网广告投放
 快捷付款方式  订购知网充值卡  订购热线  帮助中心
  • 400-819-9993
  • 010-62791813
  • 010-62985026