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
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;
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
DOI :
10.1109/CADSM.2003.1255051
