| 基于BP神经网络的数字识别 |
| |
| 引用本文： | 卜富清,王茂芝,于庆刚.基于BP神经网络的数字识别[J].长江大学学报,2009(2):293-294. |
| |
| 作者姓名： | 卜富清 王茂芝 于庆刚 |
| |
| 作者单位： | [1]成都理工大学信息管理学院,四川成都610059 [2]长江大学一年级工作部,湖北荆州434023 |
| |
| 摘 要： | 介绍了字符识别的几种方法及神经网络的基本原理，并将BP神经网络应用于数字识别，选取最佳的隐含层节点数及训练样本个数，实现了基于BP神经网络的数字识别。仿真试验结果表明，BP神经网络可以对阿拉伯数字进行快速、准确的识别，具有广泛的应用前景。
|
| 关 键 词： | BP神经网络 数字识别 MATLAB |
The Digital Recognition Based on BP Neural Network |
| |
| BU Fu-qingWANG Mao-zhi,YU Qing-gang.The Digital Recognition Based on BP Neural Network[J].Journal of Yangtze University,2009(2):293-294. |
| |
| Authors: | BU Fu-qingWANG Mao-zhi YU Qing-gang |
| |
| Institution: | BU Fu-qing(Chengdu University of Technology,Sichuan 610059,Yangtze University,Jingzhou 434023)WANG Mao-zhi,YU Qing-gang(Chengdu University of Technology,Sichuan 610059) |
| |
| Abstract: | This paper introduces some methods of numeral recognition and the basic principles of neural networks,and applies the BP neural network in the digital recognition,selects the best hidden layer nodes and the number of training samples,it has realized based on the BP neural network digital recognition.MATLAB simulation experiments show that,the BP neural network can recognize the Arabic digits for rapid and accurate,has the widespread application prospect. |
| |
| Keywords: | BP neural networks digital recognition MATLAB |
| 本文献已被 CNKI 维普 等数据库收录！ |
