Research of Digital Character Recognition Technology Based on BP Algorithm

被引：0
|
作者：
Wei, Xianmin [1 ]
机构：
[1] Weifang Univ, Comp & Commun Engn Sch, Weifang, Peoples R China
来源：
ADVANCES IN COMPUTER SCIENCE, ENVIRONMENT, ECOINFORMATICS, AND EDUCATION, PT I | 2011年 / 214卷
关键词：
Neural network; BP algorithm; a noisy digital character recognition;
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：
This paper describes the digital character recognition process and steps. Using artificial neural networks with momentum term and adaptive learning rate back-propagation algorithm to train and identify the ideal signal and noise signal containing the number of characters. By comparing the results to obtain that using the same network with the ideal signal and noise signal for training the network, the system can be more fault-tolerant.
引用
收藏
页码：551 / 555
页数：5
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