On Memory Capacity of the Probabilistic Logic Neuron Network
On Memory Capacity of the Probabilistic Logic Neuron Network作者机构:Dept.of Computer Science and TechnologyTsinghua UniversityBeijing 100084 Dept.of MathematicsAnqing Teachers' CollegeAnqingAnhui 246011
出 版 物:《Journal of Computer Science & Technology》 (计算机科学技术学报(英文版))
年 卷 期:1993年第8卷第3期
页 面:252-256页
核心收录:
学科分类:12[管理学] 1201[管理学-管理科学与工程(可授管理学、工学学位)] 081104[工学-模式识别与智能系统] 08[工学] 0835[工学-软件工程] 0811[工学-控制科学与工程] 0812[工学-计算机科学与技术(可授工学、理学学位)]
主 题:PLN network memory capacity
摘 要:In this paper,the memory capacity of Probabilistic Logic Neuron(PLN)network is discussed. We obtain two main results:(1)the method for constructing a PLN network with a given memory capacity;(2)the relationship between the memory capacity and the size of a PLN *** show that the memory capacity of a PLN network depends on not only the number of input ports of its element but also the number of elements *** results provide a new method for designing a PLN network.