Learning Algorithm of Neural Networks on Spherical Cap

被引：0
|
作者：
Chen, Zhixiang [1 ]
Hu, Jinjie [1 ]
Cao, Feilong [2 ]
机构：
[1] Shaoxing Univ, Dept Math, Shaoxing, Peoples R China
[2] China Jiliang Univ, Dept Math, Hangzhou, Zhejiang, Peoples R China
来源：
JOURNAL OF NETWORKS | 2015年 / 10卷 / 03期
关键词：
Spherical Cap; Neural Network; Learning; Interpolation; BP Algorithm;
D O I：
10.4304/jnw.10.3.152-158
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper investigates the learning algorithm of neural network on the spherical cap. Firstly, we construct the inner weights and biases from sample data, such that the network has the interpolation property on the sampling points. Secondly, we construct the BP network and BP learning algorithm. Finally, we analyze the generalization ability for the constructed networks and give the numerical experiments.
引用
收藏
页码：152 / 158
页数：7
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