ALGORITHM OF DESIGNING NEURAL NETWORKS WITH THE MINIMUM CAPACITY
Defined the function and structure of the training, to ensure the optimum accuracy (quality) of the neural network. The possibility to reduce the effect of noise, which distorts the input information on the accuracy (quality) of the neural networks. Based on the proposed general approach, the possibility of methods to optimize the capacity of neural networks that transform information, distorted noises.