DocumentCode
1743657
Title
A k-winners-take-all neural net
Author
Calvert, Bruce D. ; Marinov, Corneliu A.
Author_Institution
Dept. of Math., Auckland Univ., New Zealand
Volume
4
fYear
2000
fDate
2000
Firstpage
3547
Abstract
An analog Hopfield type neural network is given, that identifies the k largest components of a list d of N real numbers. The list to be processed is a summand of the input currents of the neurons, and the network is started from 0. We provide easily computable restrictions on the parameters. The trajectories are shown to eventually have positive components precisely in the positions given by the k largest elements in the input list
Keywords
Hopfield neural nets; analog Hopfield type neural network; k-winners-take-all neural net; Associative memory; Circuit synthesis; Decision making; Hopfield neural networks; Mathematics; Network synthesis; Neural networks; Neurons; Switches; Telecommunication control;
fLanguage
English
Publisher
ieee
Conference_Titel
Decision and Control, 2000. Proceedings of the 39th IEEE Conference on
Conference_Location
Sydney, NSW
ISSN
0191-2216
Print_ISBN
0-7803-6638-7
Type
conf
DOI
10.1109/CDC.2000.912254
Filename
912254
Link To Document