Analysis on the Characteristics of Generalized Congruence Neural Networks
with an Improved Algorithm

HUFei; JINFan

Volume 14 Issue 2

Apr. 2001

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Article Contents

Journal of Southwest Jiaotong University > 2001 > 14(2): 136-139.

HUFei, JINFan. Analysis on the Characteristics of Generalized Congruence Neural Networkswith an Improved Algorithm[J]. Journal of Southwest Jiaotong University, 2001, 14(2): 136-139.

Citation:

HUFei, JINFan. Analysis on the Characteristics of Generalized Congruence Neural Networks with an Improved Algorithm[J]. Journal of Southwest Jiaotong University, 2001, 14(2): 136-139.

HUFei, JINFan. Analysis on the Characteristics of Generalized Congruence Neural Networkswith an Improved Algorithm[J]. Journal of Southwest Jiaotong University, 2001, 14(2): 136-139.

Citation:

HUFei, JINFan. Analysis on the Characteristics of Generalized Congruence Neural Networks with an Improved Algorithm[J]. Journal of Southwest Jiaotong University, 2001, 14(2): 136-139.

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Analysis on the Characteristics of Generalized Congruence Neural Networks with an Improved Algorithm

HUFei,
JINFan

Publish Date: 25 Apr 2001

Abstract

Abstract

An improved learning algorithm for GCNN is proposed and presented in this paper based on a study on the characteristics of GCNN. In addition, a comparison between GCNN and the currentwide used BP net algorithms is performed. Computer simulation using concrete examples shows that the suggested algorithm provides satisfied fitting features and faster learning speed.
- neural networks,
- congruence,
- algorithm,
- BP networks