Journal Neurocomputers №5 for 2020 year
SYSTEMS BASED ON THE KNOWLEDGE
Machine learning for metagraph knowledge base trained on results of text mining

A. I. Kanev – Post-graduate Student, Bauman Moscow State Technical University (Moscow, Russia) E-mail: kanevai@student.bmstu.ru

5-13
METHODS AND MODELS OF INTELLECTUALIZATION AND SELF-ORGANIZATION OF COMPLEX SYSTEMS
Unified system of information standards for the intellectualization process of purpose-oriented automated systems

A. V. Chechkin – Dr.Sc. (Phys.-Math.), Corresponding Member of Academy of Technological Sciences of the RF; professor, Military Academy of Strategic Rocket Forces (Balashikha, Russia); Financial University under the Government of the RF (Moscow, Russia)

E-mail: a.chechkin@mail.ru

M. V. Pirogov – Ph.D. (Phys.-Math.), Engineer, Lavochkin Research and Production Association (Khimki, Russia)

E-mail: pmv_mvp@mail.ru

14-29
NEUROPHYSIOLOGICAL MODELS OF NEURAL NETWORKS
Application of the neural network classifier for monitoring the psycho-emotional state of a person based on speech analysis

V. N. Kiroy – Dr.Sc. (Biol.), Professor, Head of Scientific Research Technological Center of Neurotechnologies, Southern Federal University (Rostov-on-Don, Russia)

E-mail: kiroy@sfedu.ru

O. M. Bakhtin – Ph.D. (Biol.), Senior Research Scientist, Scientific Research Technological Center of Neurotechnologies, Southern Federal University (Rostov-on-Don, Russia)

I. E. Shepelev – Ph.D. (Eng.), Leading Research Scientist, Scientific Research Technological Center of Neurotechnologies, Southern Federal University (Rostov-on-Don, Russia)

D. G. Shaposhnikov – Ph.D. (Eng.), Leading Research Scientist, Scientific Research Technological Center of Neurotechnologies, Southern Federal University (Rostov-on-Don, Russia)

30-42
THEORY OF NEURAL NETWORKS
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 – Ph.D. (Biol.), Associate Professor, Department of Biology and Its Teaching Methods, Ryazan State University named after S.A. Esenin (Ryazan, Russia)

E-mail: kineziolog@mail.ru

I. V. Sazonov – Director, “Tri-W” Ltd. (Ryazan, Russia)

E-mail: mail@3w-site.ru

A. V. Grishaev – Post-graduate Student, Department of Ecology and Resource Using, Ryazan State University named after S.A. Esenin (Ryazan, Russia)

E-mail: ecology.ag@yandex.ru

30-42
DESIGN OF INTELLIGENT SYSTEMS AND THEIR SOFTWARE IMPLEMENTATION
Expert method of training samples forming on the example of creating a neural network classification system for social network users

E. A. Rabchevsky – Director, JSC “SEUSLAB” (Perm, Russia)

E-mail: e.rabchevskiy@seuslab.ru

A. N. Rabchevsky – Technical Director, JSC “SEUSLAB” (Perm, Russia)

E-mail: a.rabchevskiy@seuslab.ru

V. S. Zayakin – Programmer, JSC “SEUSLAB” (Perm, Russia)

E-mail: v.zayakin@seuslab.ru

L. N. Yasnitsky – Dr.Sc. (Eng.), Professor, Department of Applied Mathematics and Informatics, Perm State National Research University (Perm, Russia)

E-mail: yasn@psu.ru

54-63
NEUROCOMPUTING IN SIGNAL AND IMAGE PROCESSING SYSTEMS
Assessment of accuracy of image recognition in selective neural networks

M. E. Mazurov – Dr.Sc. (Phys.-Math.), Professor, Russian Economic University n.a. G.V. Plekhanov (Moscow, Russia)

E-mail: mazurov37@mail.ru

64-75