A Fast Learning Algorithm of the Perception

被引：0
|
作者：
Li Jinling [1 ]
机构：
[1] Shanxi Normal Univ, Sch Management, Linfen, Peoples R China
来源：
ADVANCES IN COMPUTER SCIENCE AND ENGINEERING | 2012年 / 141卷
关键词：
variable paces; perception; convergence; classification;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
In this paper a new learning algorithm of perception with variable paces is given which adjusts its weights and threshold values according to the following formulation W(K + I) = W(K) - 2W(K)(XKXK)-X-T. A theorem shows that the algorithm must be convergence after finite steps.
引用
收藏
页码：317 / 324
页数：8
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