| 引用本文: | 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（英文）[J].控制理论与应用,2002,19(3):442~444.[点击复制] |
| LI Shuyong,XU Daoyi.Exponential Attraction Domain and Exponential Convergent Rate of Associative Memory Neural Networks with Delays[J].Control Theory and Technology,2002,19(3):442~444.[点击复制] |
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| 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（英文） |
| Exponential Attraction Domain and Exponential Convergent Rate of Associative Memory Neural Networks with Delays |
| 摘要点击 1474 全文点击 1209 投稿时间：2000-04-18 修订日期：2002-01-21 |
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| DOI编号 |
| 2002,19(3):442-444 |
| 中文关键词 时延 联想记忆神经网络 指数吸引域 指数收敛速度 |
| 英文关键词 delay associative memory neural network exponential attraction domain exponential convergent rate |
| 基金项目 |
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| 中文摘要 |
| 采用不等式技巧和非负矩阵性质, 给出了含时延的联想记忆神经网络平衡点的指数吸引域和指数收敛速度估计以及指数稳定的一些判断条件. |
| 英文摘要 |
| 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. |