Analysis of neural network algorithm self-organization of the «neocognitron» in Pattern Recognition.
Fedyaev O., Truhanov T.
This paper studies the principles of setting a multilayer neural network neocognitron to recognize different patterns. For this purpose, a software model of neocognitron with self-organization learning algorithm was developed. Neocognitron with competitive learning algorithm acquires the ability to correctly recognize patterns at various distortions in their form.
