人工神经网络发展的基础和研究方法

Basis and Research Method for Artificial Neural Network Development

本文阐述了人工神经网络的概括定义、研究方法、发展的基础以及这些基础与信息处理的关系,试图从思想或概念上使信息处理系统的设计者懂得在使用人工神经网络技术设计信息处理系统时,究竟那些特性总是实质性的和必不可少的;并了解人工神经网络与信息处理在数学本质上的联系,进而让人们知道究竟那些问题更适于用人工神经网络技术来解决。

This paper presents a summarized definition of artificial neural network and its research method. The basis of its development and the relation between the basis and the information processing are also dealt with. Attamp is made theoretically to enable the processing system designer to be aware of the relation on mathematical essenre between the network and the processing,so that he can know what are the very problems to be solved by means of this network technique for more ideal results.