多重训练BAM算法中强化系数的解析求取  

An Explicit Solution to the Reinforcing Parameter in Multiple Training BAM Algorithm

作　　者：铁锦程 许晓鸣 刘慧 程君实 

出　　处：《上海交通大学学报》1996年第11期56-61,共6页Journal of Shanghai Jiaotong University

基　　金：国家教委跨世纪人才基金;上海市科学技术基金

摘　　要：从ＢＡＭ的能量函数出发推导出强化系数的解析解形式。在强化系数的作用下，ＢＡＭ网络将被强化矢量对存储在以此矢量对为中心Ｈｅｍｍｉｎｇ距离为１的邻域里的能量最小点，从而保证了该矢量对的正确联想．给出了根据此解析算式编制的算法和计算实例．This paper mainly discusses the choice of the reinforcing parameter in multiple training BAM algorithm. Starting from the energy function of the BAM network, an explicit solution of the parameter is finally reached. With this parameter, the BAM network can store the corresponding training vector pair at the minimum energy point within the area of 1Hemming distance from the vector pair. Thus ensures the pair can be correctly recalled later. An algorithm based on the explicit solution and an example are also given.

关 键 词：双向联想记忆 存储器 强化系统 解析解 

分 类 号：TP333[自动化与计算机技术—计算机系统结构] TP273[自动化与计算机技术—计算机科学与技术]