摘要
本文首先讨论了通用PDP框架的基本思想及其局限,然后介绍了我们提出的一个自适应通用神经网络框架。它使得PDP框架成为了它的一个特例。而且,本框架对于退化问题、神经路径的生成和消失的动态处理,以及用之组成的神经网络结构方面均有许多优越性。此外,它还有助于更合理地解释人脑的工作机制及思维模拟。
This paper firstly discusses and evaluates the PDP Framework.Then, a general adaptive framework for neural networks is presented. From the discussion, We can see that the PDP Framework is a special case of our framework. Since the mechanisms of the degradation, adaptation and etc. of human brain have been taken into consideration during the stud ing of the framework,it is much easier, using the framework, to do the d namic processing simulation of degradation, generation and disappearance of connections and other functions of the central nervous s. stem. Besides, it is also helpful to provide more reasonable explarations of the working mechanisms of human brain.
出处
《小型微型计算机系统》
CSCD
北大核心
1990年第8期1-11,共11页
Journal of Chinese Computer Systems
基金
863国家高技术计划资助
