Comparator trees for winner-take-all circuits

被引:16
作者
Hendry, DC [1 ]
机构
[1] Univ Aberdeen, Kings Coll, Dept Engn, Aberdeen AB24 3UE, Scotland
关键词
self organising map; hardware implementations; winner-take-all; comparator trees;
D O I
10.1016/j.neucom.2004.05.002
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This paper presents architectures for comparator trees capable of finding the minimum value of a large number of inputs. Such circuits are of general applicability although the intended application for which the circuits were designed is the winner-take-all function of a digital implementation of a neural network based on the self organising map. Mechanisms for reducing delay based on look-ahead logic within individual comparators and mechanisms based on multiplexor architectures of a comparator are compared for both propagation delay and area. (C) 2004 Elsevier B.V. All rights reserved.
引用
收藏
页码:389 / 403
页数:15
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