DocumentCode
2426387
Title
Variant of the Kohonen network with two additional components in vectors of realization set
Author
Haimoudi, El-Khatir
Author_Institution
ACS Dept., Lviv Polytech. Nat. Univ., Ukraine
fYear
2003
fDate
18-22 Feb. 2003
Firstpage
253
Lastpage
255
Abstract
The problems of using Kohonen networks in the tasks of pattern recognition have been considered. A new variant of the network with additional components in the input patterns has been developed. The results of solution of test tasks for standard and modified variants of the Kohonen network have been shown.
Keywords
learning (artificial intelligence); pattern recognition; self-organising feature maps; Gram-Schmidt orthogonalization; Kohonen network variant; input pattern components; modified Kohonen network variants; network components; pattern recognition; realization set vectors; standard Kohonen network; test tasks; training; Character recognition; Equations; Intelligent networks; Neurons; Standards development; Testing;
fLanguage
English
Publisher
ieee
Conference_Titel
CAD Systems in Microelectronics, 2003. CADSM 2003. Proceedings of the 7th International Conference. The Experience of Designing and Application of
Print_ISBN
966-553-278-2
Type
conf
DOI
10.1109/CADSM.2003.1255051
Filename
1255051
Link To Document