| 一类广义模糊双向联想记忆的稳定性 |
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| 引用本文： | 刘普寅,马超群.一类广义模糊双向联想记忆的稳定性[J].模糊系统与数学,1998,12(4):40-46. |
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| 作者姓名： | 刘普寅 马超群 |
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| 作者单位： | 国防科技大学系统工程与数学系!长沙，410073 |
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| 摘 要： | 本文在（３）的基础上引入了一类广义的动态网络模型－带阈值的模糊双向联想记忆，并系统地研究了该网络的稳定性，证明了这个系统对于任意的连接权矩阵和阈值向量是全局稳定的，而系统的平衡态又是Ｌｙａｐｕｎｏｖ稳定的，最后用实例验证了我们的结论。
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| 关 键 词： | 阈值 稳定性 模糊神经网络 模糊联想记忆 |
The Stability of A Class of Generalized Fuzzy BidirectionAssociative Memory |
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| Liu Puyin, Ma Chaoqun, Zhang Hanjiang.The Stability of A Class of Generalized Fuzzy BidirectionAssociative Memory[J].Fuzzy Systems and Mathematics,1998,12(4):40-46. |
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| Authors: | Liu Puyin Ma Chaoqun Zhang Hanjiang |
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| Abstract: | Based on 3],we in the paper introduce a class of generalized dynamically model-thefuzzy bidirection associative memory with threshold. And study systematically the stabilitiesof the network. We show that the network with arbitrary connection weight matrix andthreshold vectors is globally stable. Moreover, we solve the problems about the Lyapunovstability of the equilibrium point of the network. Finally,we give examples to demonstrateour conclusions. |
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| Keywords: | Fuzzy bidirectional associative memory with thtreshold Global stability Lyapunov stability Attractor |
| 本文献已被 CNKI 维普 等数据库收录！ |
