Journal Neurocomputers №5 for 2021 year
METHODS AND MODELS OF SELF-ORGANIZATION AND INTELLECTUALIZATION OF COMPLEX SYSTEMS
An approach to assessing the technical condition of elements and nodes of transport systems using neural network modeling methods and digital twin technology

V.V. Belousov1,O.V. Druzhinina2, E.R. Korepanov3,  I.V. Makarenkova4, V.V. Maksimova5

1-5 FRС «Computer Science and Control» of RAS (Moscow, Russia)

5-20
NEUROCOMPUTING IN SYSTEMS OF SIGNALS AND IMAGES PROCESSING
Detection of applicative distortions in digital images based on a combination of a neural network and a statistically optimal algorithm

E.A. Samoylin1, S.V. Tatarintsev2, D.Yu. Dronov3, K.E. Skugorov4

1 Military Training and Research Center of the Air Force 

«Air Force Academy named after Professor N.E. Zhukovsky and Y.A. Gagarin»  of the Russian Federation Ministry of Defence (Voronezh, Russia)

21-32
APPLIED ISSUES OF NEUROSCIENCE AND AГTIFICIAL INTELLECT BY INDUSTRIES
System of automatic analysis of methods for recognizing the emotional state of a person

A.I. Vlasov1, I.T. Larionov2, A.N. Orekhov3, L.V. Tetik4

1, 2 Bauman Moscow State Technical University (Moscow, Russia)

3 Foundation for Assistance to the Creation and Implementation of Computer Psyche (Moscow, Russia)

4 Faculty of Psychology, Moscow State University M.V. Lomonosov (Moscow, Russia)

33-50
DESIGN OF INTELLIGENT SYSTEMS AND THEIR SOFTWARE IMPLEMENTATION
Data processing using deep learning of the generative-adversarial neural network (GAN)

V.Y. Ilichev1, I.V. Chukhraev2

1, 2 Kaluga Branch of the Bauman MSTU (Kaluga, Russia)

51-56