| Memory Chain in a Chaotic Autoassociative Neural Network |
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| 作者姓名： | 范宏 王直杰 张珏 |
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| 作者单位： | [1]GloriousSunSchoolofBusinessandManagement,DonghuaUniversity,Shanghai200051 [2]CollegeofInformationScienceandTechnology,DonghuaUniversity,Shanghai200051 |
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| 摘 要： | Memory chain is observed in a chaotic autoassociative neural network. The network recalls first stored pattern from a fragment of a memory, stays at this pattern for a while, transits to the second stored pattern that overlaps with the first recalled pattern.Then it stays at the second recalled pattern for a while, transits to the third stored pattern that overlaps with the second recalled pattern, and so on. Thus a memory chain is generated. The memory chain ends with the pattern that overlaps no other stored patten. This phenomenon is similar to the way of recalling process of human beings in some respects.
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| 关 键 词： | 神经网络系统 存储模式 模糊理论 存储链 分析方法 |
Memory Chain in a Chaotic Autoassociative Neural Network |
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| FAN Hong,WANG Zhi-jie,ZHANG Jue.Memory Chain in a Chaotic Autoassociative Neural Network[J].Journal of Donghua University,2005,22(1):113-115. |
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| Authors: | FAN Hong WANG Zhi-jie ZHANG Jue |
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| Abstract: | Memory chain is observed in a chaotic autoassociative neural network. The network recalls first stored pattern from a fragment of a memory, stays at this pattern for a while, transits to the second stored pattern that overlaps with the first recalled pattern.Then it stays at the second recalled pattern for a while, transits to the third stored pattern that overlaps with the second recalled pattern, and so on. Thus a memory chain is generated. The memory chain ends with the pattern that overlaps no other stored patten. This phenomenon is similar to the way of recalling process of human beings in some respects. |
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| Keywords: | chaos neural network associative memory |
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