Regularized Fuzzy Associative Memory

Huang Jinajun; Xie Weixing（202 Lab．School of Electronic Engineering Xidian Univ．Xi＇an 710071）

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Regularized Fuzzy Associative Memory

更新时间：2025-12-08

- Regularized Fuzzy Associative Memory
- Acta Electronica Sinica Issue 7, (1997)
- 作者机构：
  
  西安电子科技大学电子工程学院
- 作者简介：
- 基金信息：
- DOI：
  CLC： TP18
- Published：1997
- 稿件说明：
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[1]黄建军,谢维信.正则模糊联想记忆[J].电子学报,1997(07):68-71+81.

Huang Jinajun, Xie Weixing（202 Lab．School of Electronic Engineering Xidian Univ．Xi＇an 710071）. Regularized Fuzzy Associative Memory[J]. Acta Electronica Sinica, 1997, (7).
[1]黄建军,谢维信.正则模糊联想记忆[J].电子学报,1997(07):68-71+81. DOI：

Huang Jinajun, Xie Weixing（202 Lab．School of Electronic Engineering Xidian Univ．Xi＇an 710071）. Regularized Fuzzy Associative Memory[J]. Acta Electronica Sinica, 1997, (7). DOI：

摘要

本文提出了一种特殊的模糊联想记忆系统（ＦＡＭ）─正则模糊联想记忆及其学习算法─正则化学习算法．正则模糊联想记忆具有比一般方法所设计的模糊联想记忆更好的性能，且其性能受训练数据不足和训练数据噪声的影响很小．最后，举例说明了正则模糊联想记忆在模糊控制器中的应用．

Abstract

A special kind of fuzzy associative memory system （FAM）-regularized fuzzy associative memory and its learning algorithm-regularization learning algorithm are presented. The regularized FAM has better performance than the FAMs designed by traditional methods

with lackage of and noise in training data exerting little influence on its performance. Finally

the application of the regularized FAM in fuzzy controller is illustrated with an example.

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