Complex  Valued Multistate Bidirectional Associative Memory

Xu Zhixiong; Zheng Chengyi; Ye Zhen; Xie Mingpei

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Complex Valued Multistate Bidirectional Associative Memory

更新时间：2025-12-08

- Complex Valued Multistate Bidirectional Associative Memory
- Acta Electronica Sinica Issue 5, (1999)
- 作者机构：
  
  复旦大学计算机科学系自控组
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：1999
- 稿件说明：
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[1]许志雄,郑承义,叶臻,谢铭培.复值多状态双向联想记忆神经网络[J].电子学报,1999(05):119-121.

Xu Zhixiong, Zheng Chengyi, Ye Zhen, et al. Complex Valued Multistate Bidirectional Associative Memory[J]. Acta Electronica Sinica, 1999, (5).
[1]许志雄,郑承义,叶臻,谢铭培.复值多状态双向联想记忆神经网络[J].电子学报,1999(05):119-121. DOI：

Xu Zhixiong, Zheng Chengyi, Ye Zhen, et al. Complex Valued Multistate Bidirectional Associative Memory[J]. Acta Electronica Sinica, 1999, (5). DOI：

摘要

离散但非二值状态将提供一种更好的信息表达方式．本论文中，我们将复符号操作子（ｃｏｍｐｌｅｘｓｉｇｎｕｍｏｐｅｒａｔｉｏｎ）和双向联想记忆（ＢｉｄｉｒｅｃｔｉｏｎａｌＡｓｏｃｉａｔｉｖｅＭｅｍｏｒｙ，ＢＡＭ）结合起来并提出了一种非二值ＢＡＭ，即复值多状态双向联想记忆神经网络（ＣｏｍｐｌｅｘＶａｌｕｅｄＭｕｌｔｉｓｔａｔｅＢｉｄｉｒｅｃｔｉｏｎａｌＡｓｏｃｉａｔｉｖｅＭｅｍｏｒｙ，ＣＶＭＢＡＭ）．在我们提出的编码体系下，证明了此复值多状态双向联想记忆神经网络是稳定的，无论其连接权矩阵如何．

Abstract

Discrete but nonbinary state values would offer an advantageour representation of information.The concept of complex signum operation and the concept of Bidirectional Associative Memory （BAM）are combined and a nonbinary BAM is developed

i.e.

Complex Valued Multistate Bidirectional Associative Memory （CVMBAM）.Under the encoding scheme we prove that CVMBAM is stable whatever the synaptic connection weight matrix is.

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