| 模糊神经网络理论研究综述 |
| |
| 引用本文： | 刘普寅,张汉江.模糊神经网络理论研究综述[J].模糊系统与数学,1998,12(1):77-87. |
| |
| 作者姓名： | 刘普寅 张汉江 |
| |
| 作者单位： | 国防科技大学系统工程与数学系 |
| |
| 摘 要： | 本文对于近年来受到普遍重视的前向模糊神经网络及有反馈的模糊神经网络的性质、学习算法及应用等方面的研究进行了较为详尽的综述，分析了所取得的主要成果及其特点，并指出了今后模糊神经网络理论研究中有待解决的许多问题。
|
| 关 键 词： | 模糊神经网络 模糊ART 神经网络 模糊认知图 |
The Researches for the Theory of Fuzzy Neural Networks: A Survey |
| |
| Liu Puyin,Zhang Hanjiang,Wu Mengda,Cheng Lizhi,Wang Hao.The Researches for the Theory of Fuzzy Neural Networks: A Survey[J].Fuzzy Systems and Mathematics,1998,12(1):77-87. |
| |
| Authors: | Liu Puyin Zhang Hanjiang Wu Mengda Cheng Lizhi Wang Hao |
| |
| Abstract: | The paper is a survey about feedforward FNNs and recurrent FNNs, whose properties , learning algorithm, and the applications are universally investigated. We discuss the charac- terizations of the main achievements about the FNNs. And put forward a few of open ques- tions to be solved in the future studies of FNNs. |
| |
| Keywords: | Fuzzy neural networks Fuzzy Hebbian rule Smooth derivative Fuzzy delta rule Fuzzy cognitive map Fuzzy ART |
| 本文献已被 CNKI 维普 等数据库收录！ |
