This work is sanctified to research of the modified Kohonen maps. The review of existent modified Kohonen networks is presented with the changed structure in-process. Programmatic facilities are worked out for research of thedifferent modified models of networks of Kohonen. NETWORK OF KOHONEN, MAPS OF KOHONEN, NEURAL NETWORK, WEIGHT, CLASSIFICATION, CLASTERIZATION