有限规模多层前向网络研究(Ⅰ):基本观点

On Scale-Limited Multilayer Feedforward Neural Networks (I): Basic Opinions

本文是关于有限规模多层前向网络研究论文的第一部分,着重阐明了有限规模网络的概念,利用动力学系统的观点对网络进行了概略性的描述,最后,提出了结构—功能—结构的研究方法。

A class of scale-limited multilayer feedforward neural network (SLMFNN) is stu-died in this paper. In this the first part, some basic concepts concerning the SLMFNN are intro-duced and discussed, and a general description about the network is made from the dynamic system point of view. On this basis, a synthesis research approach used to study the network is put forward.