Dynamic properties of Elman and modified Elman neural network

被引：0

作者：

Cheng, YC ^{[1
]}

Qi, WM ^{[1
]}

Cai, WY ^{[1
]}

机构：

[1] Wuhan Univ, Dept Power Engn, Wuhan 430072, Peoples R China

来源：

2002 INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND CYBERNETICS, VOLS 1-4, PROCEEDINGS | 2002年

关键词：

dynamic properties; Elman network; modified Elman network; PID algorithm; Z transform;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Elman network is a well-known recurrent neural network. In this paper, an overview of the structure of Elman neural network and modified Elman one is first presented. Both of them have trainable feed-forward connections. Then, by comparing with discrete PID control algorithm, their dynamic characteristics are fully discussed using z transform function. At last, a conclusion was drawn that modified Elman network has better dynamic properties.

引用

页码：637 / 640

页数：4

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