A multi-layer perception with the adaptive learning factor

被引：0
|
作者：
Song, YB [1 ]
Wang, PJ [1 ]
机构：
[1] Yantai Univ, Coll Comp, Shandong 264005, Peoples R China
来源：
2002 IEEE REGION 10 CONFERENCE ON COMPUTERS, COMMUNICATIONS, CONTROL AND POWER ENGINEERING, VOLS I-III, PROCEEDINGS | 2002年
关键词：
multi-layer perception; adaptive learning factor; classification;
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：
According to the mechanism of Multi-layer Perception (MLP), this paper describes a method with variable learning rate factors for the improvement of BP algorithm. The improved algorithm is applied to the learning of the XOR question and some classification process. The simulations show the improved algorithm has good effects on speeding up learning process and bettering its learning convergence and robust performance.
引用
收藏
页码：1546 / 1549
页数：4
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