DocumentCode
610147
Title
The K-winners-take-all neural network of classification
Author
Brenych, Y.
Author_Institution
Informational Technol. Dept., East Eur. Nat. Univ. named after Lesia Ukrainka, Lutsk, Ukraine
fYear
2013
fDate
19-23 Feb. 2013
Firstpage
43
Lastpage
44
Abstract
The K-Winner-Take-All (KWTA) classifier is presented in this article. Its architecture is demonstrated. The basic steps of KWTA classifier are described. Its algorithm is presented. The KWTA structure is demonstrated. Its advantages and limitations are analyzed.
Keywords
neural nets; pattern classification; KWTA classifier; KWTA structure; classification problem; k-winner-take-all classifier; k-winners-take-all neural network; Artificial neural networks; Biological neural networks; Classification algorithms; Computer architecture; Heuristic algorithms; Hopfield neural networks; Classifier; Dynamical rule; K-Winner-Take-All; Subnet;
fLanguage
English
Publisher
ieee
Conference_Titel
Experience of Designing and Application of CAD Systems in Microelectronics (CADSM), 2013 12th International Conference on the
Conference_Location
Polyana Svalyava
Print_ISBN
978-1-4673-6461-4
Type
conf
Filename
6543186
Link To Document