| 引用本文: | 关治洪 ，秦 忆.时滞脉冲型Hopfield神经网络的全局指数稳定性*[J].控制理论与应用,1998,15(6):959~964.[点击复制] |
| GUAN Zhihong and QIN Yi.Exponential Stability ofImpu，lsive Hopfield Neural Networks with Delays[J].Control Theory and Technology,1998,15(6):959~964.[点击复制] |
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| 时滞脉冲型Hopfield神经网络的全局指数稳定性* |
| Exponential Stability ofImpu，lsive Hopfield Neural Networks with Delays |
| 摘要点击 856 全文点击 371 投稿时间：1997-04-08 修订日期：1998-07-13 |
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| DOI编号 |
| 1998,15(6):959-964 |
| 中文关键词 脉冲 时滞 神经网络 稳定性 |
| 英文关键词 impulses delays neural networks stability |
| 基金项目 |
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| 中文摘要 |
| 基于众多领域及生物神经网络本身所存在的脉冲瞬动现象，本文首次提出并研究了带一时滞的脉冲型Hopfield神经网络的全局指定稳定性问题，并讨论了其平衡态的存在唯一性. |
| 英文摘要 |
| On the basis of the fact that many evolutionary processes，especially for biological neural net- works，exhibit impulsive phenomena，the problem of the exponential stability (in the large) for rmpulsive Hopfield neural networks with delays which has not been studied up to now is introduced and studied in the paper. The stability theory，existence and uniquenes of the equilibrium for such neural network dynamics are esta blished. |