基于BP神经网络的手写体识别方法研究

Research on Manuscripted Characters Identification Method Based on BP Neural Networks

基于一种改进结构的BP神经网络 ,探讨了神经网络应用于手写体文字识别的方法。除了对网络结构的改进外 ,还对网络的学习算法进行了改进 ,并应用进化计算理论 ,遗传算法与BP算法 。

This paper discusses the identification method of manuscripted characters,based on neural networks.To inprove the trainning efficient and identifying rate,this method improves the net structure and learning algorithms,using the heriarchy algorithms and BP algorithms.