Analysis for a class of winner-take-all model

被引：47
|
作者：
Sum, JPF [1 ]
Leung, CS
Tam, PKS
Young, GH
Kan, WK
Chan, LW
机构：
[1] Hong Kong Baptist Univ, Dept Comp Sci, Kowloon, Peoples R China
[2] Nanyang Technol Univ, Sch Appl Sci, Singapore 2263, Singapore
[3] Hong Kong Polytech Univ, Dept Elect Engn, Kowloon, Peoples R China
[4] Hong Kong Polytech Univ, Dept Comp, Kowloon, Peoples R China
[5] Chinese Univ Hong Kong, Dept Comp Sci & Engn, Shatin, NT, Peoples R China
来源：
IEEE TRANSACTIONS ON NEURAL NETWORKS | 1999年 / 10卷 / 01期
关键词：
inputless winner-take-all neural network; network response time; self-decay;
D O I：
10.1109/72.737494
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Recently we have proposed a simple circuit of winner-take-all (WTA) neural network, Assuming no external input, we have derived an analytic equation for its network response time, In this paper, we further analyze the network response time for a class of winner-take-all circuits involving self-decay and show that the network response time of such a class of WTA is the same as that of the simple WTA model.
引用
收藏
页码：64 / 71
页数：8
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