KWTA NETWORKS AND THEIR APPLICATIONS

被引：19

作者：

KWON, TM

ZERVAKIS, M

机构：

[1] Department of Computer Engineering, University of Minnesota, Duluth, Duluth, 55812, MN, 271 MWAH

来源：

MULTIDIMENSIONAL SYSTEMS AND SIGNAL PROCESSING | 1995年 / 6卷 / 04期

关键词：

D O I：

10.1007/BF00983559

中图分类号：

TP301 [理论、方法];

学科分类号：

081202 ;

摘要：

Winner-Take-All (WTA) or K-Winner-Take-All (KWTA) networks have been frequently used as the basic building blocks of complex neural networks. This paper introduces a new selection rule for network connections that implements stable KWTA networks. To widen the applications of WTA networks, a new class of WTA networks is proposed, and their efficient design methods are presented. We demonstrate the properties of the generalized class of WTA networks, through three application examples.

引用

页码：333 / 346

页数：14

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