自动化学报2003,Vol.29Issue(2):227-241,15.
二进神经网络中SP函数的一般判别和构造方法
A General Judging and Constructing Method of SP Functions in Binary Neural Networks
摘要
Abstract
SP functions form a linearly separable series with a clear logical meaning and the set of PSP functions is only a special subset of SP functions. In this paper, some expression problems of SP function and PSP function in a binary neuron are discussed. Furthermore, some properties of the separating hyperplane for PSP functions are analyzed. Finally, a general judging and constructing method of SP functions and PSP functions is proposed.关键词
二进神经网络/线性可分/PSP函数/规则提取Key words
Binary neural network/linearly separable/PSP function/rule extraction分类
信息技术与安全科学引用本文复制引用
陆阳,韩江洪,魏臻..二进神经网络中SP函数的一般判别和构造方法[J].自动化学报,2003,29(2):227-241,15.基金项目
Supported by the Science Research Program of Anhui Province of P.R.China(01041175) (01041175)