No. 5, 2020

SYSTEMS BASED ON THE KNOWLEDGE

1. Machine learning for metagraph knowledge base trained on results of text mining A. I. Kanev pp. 5-13

METHODS AND MODELS OF INTELLECTUALIZATION AND SELF-ORGANIZATION OF COMPLEX SYSTEMS

1. Unified system of information standards for the intellectualization process of purpose-oriented automated systems A. V. Chechkin, M. V. Pirogov pp. 14-29

NEUROPHYSIOLOGICAL MODELS OF NEURAL NETWORKS

1. Application of the neural network classifier for monitoring the psycho-emotional state of a person based on speech analysis V. N. Kiroy, O. M. Bakhtin, I. E. Shepelev, D. G. Shaposhnikov pp. 30-42

THEORY OF NEURAL NETWORKS

1. The concept of regimity in neuron work as a functional alternative to the structural plasticity in the computer simulation of interneuronal interactions V. F. Sazonov, I. V. Sazonov, A. V. Grishaev pp. 30-42

DESIGN OF INTELLIGENT SYSTEMS AND THEIR SOFTWARE IMPLEMENTATION

1. Expert method of training samples forming on the example of creating a neural network classification system for social network users E. A. Rabchevsky, A. N. Rabchevsky, V. S. Zayakin, L. N. Yasnitsky pp. 54-63

NEUROCOMPUTING IN SIGNAL AND IMAGE PROCESSING SYSTEMS

1. Assessment of accuracy of image recognition in selective neural networks M. E. Mazurov pp. 64-75