Storage capacity of the Hopfield neural network

被引：3
|
作者：
Zheng, JC
Chen, JY
Shuai, JW
Cai, SH
Wang, RZ
机构：
[1] CCAST, World Lab, Beijing 100080, Peoples R China
[2] Xiamen Univ, Dept Phys, Xiamen 361005, Peoples R China
来源：
PHYSICA A | 1997年 / 246卷 / 3-4期
基金：
中国国家自然科学基金;
关键词：
neural network; storage capacity; normal distribution;
D O I：
10.1016/S0378-4371(97)00359-2
中图分类号：
O4 [物理学];
学科分类号：
0702 ;
摘要：
In this paper, a new approximate formula to probability integral is deduced using theoretical analysis combining with computer numerical simulation. The absolute storage capacity of the Hopfield neural network is analyzed with this approximate formula and a more strict result is obtained.
引用
收藏
页码：313 / 319
页数：7
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