| 含时延和扰动的连续BAM神经网络的稳定性和指数收敛速度估计 |
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| 引用本文： | 刘怡光,游志胜,曹丽萍,蒋欣荣.含时延和扰动的连续BAM神经网络的稳定性和指数收敛速度估计[J].四川大学学报(自然科学版),2003,40(4):672-676. |
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| 作者姓名： | 刘怡光 游志胜 曹丽萍 蒋欣荣 |
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| 作者单位： | 1. 四川大学计算机学院图形图像研究所,成都,610064
2. 四川大学公共管理学院图情系,成都,610064 |
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| 摘 要： | 采用不等式技巧和Lyapunov函数，分析了含时延和扰动的连续BAM神经网络平衡点的存在前提，平衡点渐近稳定的充分条件以及平衡点的指数收敛速度．
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| 关 键 词： | 时延 扰动 Lyapunov函数 BAM 指数收敛速度 |
| 文章编号： | 0490-6756(2003)04-0672-05 |
Stability and Convengence Rate of Perturbed Continuous Time Bidirectional Associative Memory with Delays |
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| LIU Yi guang,YOU Zhi sheng,CAO Li ping,JIANG Xin rong.Stability and Convengence Rate of Perturbed Continuous Time Bidirectional Associative Memory with Delays[J].Journal of Sichuan University (Natural Science Edition),2003,40(4):672-676. |
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| Authors: | LIU Yi guang YOU Zhi sheng CAO Li ping JIANG Xin rong |
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| Institution: | LIU Yi guang1,YOU Zhi sheng1,CAO Li ping2,JIANG Xin rong1 |
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| Abstract: | Inapplication process ,the continuous time bi directional associativememoryneuralnetworkmusthave somedelaysanddisturbancessimultaneously ,so ,thestabilityandconvergenceanalysisofthisnetworkunder theseconditionsisimportant.Bythewell knownSchauderfixed pointprincipal,thepreconditionsfortheexis tenceoftheblancepointhavebeenreceived ,atthesametime ,thesignificentconditionsfortheasymptoticsta bilityoftheblancepointalsoaregotten ,atlast ,thequalitativeupper limitexpressionoftheexponentialconver gentrateisgained .Alltheseresultshavesignificancesforsynthesisandapplicationforsuchnetworks . |
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| Keywords: | delays perturbation Lyapunov function BAM expontial convergent rate |
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