Research and application of the convolutional hierarchical neural network classifier

The paper presents an algorithm for constructing convolutional hierarchical neural network classifiers designed for image classification. It is a modification of the algorithm for constructing hierarchical neural network classifiers. The algorithm is tested on the CIFAR-10 problem.