In Middle Volga Mathematical Society

Neural Networks and Kohonon maps

R. F. Minikaev, Z. Ya. Yakupov

Tupolev Kazan State Technical University

Abstract: In the work research of Kohonen maps is analyzed and self-organizing processes are revealed. Optimal parameters of the algorithm of self-organizing maps for clustering network connections are received and the application realizing given algorithm is created.

Keywords: Neural Networks, Kohonen maps, vector quantization.

UDC: 517.9