A General Judging and Constructing Method of SP Functions in Binary Neural Networks
Yang Lu · 2003
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.