Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

V.I. Gorbachenko - Professor, Head of Chair «Computer technology», Penza State University. E-mail: gorvi@mail.ru M.V. Zhukov - Post-graduate Student, Penza State University. E-mail: maxim.zh@gmail.com

The solution of problem of identification of nonlinear discrete stationary dynamic object identification by use a multilayer neural network (MLNN)

R. A. Fayzrakhmanov - Dr.Sc. (Econ.), Professor, Head of Department, Perm National Research Polytechnic University
I. N. Lipatov - Ph.D. (Eng.), Associate Professor, Perm National Research Polytechnic University
Е. V. Dolgova - Dr.Sc. (Econ.), Professor, Head of Department, Perm National Research Polytechnic University

Advantages of learning models

Yu.N. Lapigin - Ph.D. (Econom.), Presidential Academy of National Economy and Public Administration (Vladimir branch). E-mail: L1953@mail.ru

Targeting active forms

Yu.N. Lapygin - Dr. Sc. (Econom.), Professor, Presidential Academy of National Economy and Public Administration (Vladimir branch). E-mail: L1953@mail.ru
D.Yu. Lapygin - Ph. D. (Econom.), Associate Professor, Presidential Academy of National Economy and Public Administration (Vladimir branch). E-mail: lapygin_denis@mail.ru

Classification and generation of images with a hierarchically connected neural network

Diane Sekou Abdel Kader - Post-graduate Student, Assistant, HVE Department of Control Engineering, Moscow State Institute of Radio Engineering, Electronics and Automation. E-mail: sekoudiane1990@gmail.com

Neuronetwork algorithms of mathematical modeling processes and the phenomena in difficult systems on computer systems of the ultrahigh productivities

A.N. Vasiliev - Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: a.n.vasilyev@gmail.com
D.A. Tarkhov - Dr.Sc. (Eng.), St.-Petersburg State Polytechnical University. E-mail: dtarkhov@gmail.com

Mathematical models of systems with interval representation of parameters on the basis of geterogeneous neural networks. Temperature field continuation - nonclassical problem statement

A. N. Vasilyev - Dr.Sc. (Eng.), Professor, Department Higher Mathematics, Applied Mathematics and Mechanics Institute, St. Petersburg State Polytechnical University. E-mail: a.n.vasilyev@gmail.com
D. A. Tarkhov - Dr.Sc. (Eng.), Professor, Department Higher Mathematics, Applied Mathematics and Mechanics Institute, St. Petersburg State Polytechnical University. E-mail: dtarkhov@gmail.com

Integrative neuronal activity: relationship between bioelectrical activity, neurochemical and neurophysical (conformational) processes at formation of memory engrams

B. V. Zhuravlev - Dr.Sc. (Med.), Professor, Head of laboratory, P.K. Anokhin Institute of normal physiology (Moscow). E-mail: b.zhuravlerb@nphys.ru

Mathematical models of systems with interval representation of parameters on the basis of heterogeneous neural networks. Porous catalyst

Some properties of the simulation of adaptive neuro-fuzzy systems based on a simplified fuzzy inference

M. V. Bobyr - Dr.Sc. (Eng.), Associate Professor, South-West State University (Kursk). E-mail: fregat_mn@rambler.ru
S. G. Emelyanov - Dr.Sc. (Eng.), Professor, South-West State University (Kursk). E-mail: rector@swsu.ru
N. A. Milostnaya - Ph.D. (Eng.), South-West State University (Kursk). E-mail: nat_mil@mail.ru

Quality management in distance learning

A. V. Tkachenko - Ph.D. (Eng.), Associate Professor, Department "Information systems und Technologies", South-West State University (Kursk)
A. I. Tkachenko - Post-graduate Student, South-West State University (Kursk)

Key distribution using artificial neuronet

V. P. Dobritsa - Dr.Sc. (Phys.-Math.), Professor, Chair of the information Security and Communications Network, South-West State University, Kursk, Russia. E-mail: dobritsa@mail.ru
P. A. Sapelnikov - Post-graduate Student, Chair of the Information Security and Communications Network, South-West State University, Kursk, Russia. E-mail: eveyinihiko@gmail.com
V. N. Zhiltsov - Student, Chair of the Information Security and Communications Network, South-West State University, Kursk, Russia. E-mail: eveyinihiko@gmail.com

Mathematical modeling of engineering education process in complex infocommunication learning systems

A.N. Afanasyev - Dr. Sci. (Eng.), Associate Professor, Pro-rector for distance and further education of Ulyanovsk State Technical University. E-mail: a.afanasev@ulstu.ru
N.N. Voit - Ph. D. (Eng.), Associate Professor of the Chair Computer Engineering at Ulyanovsk State Technical University. E-mail: n.voit@ulstu.ru
D.S. Kanev - post-graduate student of the Chair Computer Engineering at Ulyanovsk State Technical University. E-mail: dima.kanev@gmail.com

The principles of the active forms

Yu. N. Lapygin - Dr. Sc. (Econom.), Professor, Presidential Academy of National Economy and Public Administration (Vladimir branch). E-mail: L1953@mail.ru

Multimedia educational resources for distance medical advanced training

A.N. Putintsev - Ph.D.(Eng.), Head of Department of medical computer systems, Science Center of New Information Technologies, separate structural unit of Scientific Research Clinical Institute of Pediatricsof Pirogov Russian National Research Medical University
B.A. Kobrinsky - Dr.Sc.(Med.), Professor, Head of the Science Center of New Information Technologies, separate structural unit of Scientific Research Clinical Institute of Pediatricsof Pirogov Russian National Research Medical University

Tutoring intelligent systems on the basis of integrated expert systems: modelingstudents skills to solve complex problems

G.V. Rybina - Dr. Sc. (Eng.), Professor, RF President Prize Winner for Education, Department of Cybernetics, National Research Nuclear University MEPhI (Moscow). E-mail: galina@ailab.mephi.ru
E.S. Sergienko - Engineer, Department «Cybernetics», National Research Nuclear University MEPhI (Moscow). E-mail: galina@ailab.mephi.ru
O.L. Morosin - Post-graduate Student of «Applied Mathematics», National Research University «Moscow Institute of Energetics» (MEI) (Moscow). E-mail: galina@ailab.mephi.ru

Dynamical change of the perceiving properties of convolutional neural networks as training with noise and its impact on generalization

R.M. Nemkov - Post-graduate Student, Department of Information Systems and Technologies, North-Caucasus Fed-eral University (Stavropol). E-mail: nemkov.roman@yandex.ru O.S. Mezentseva - Ph.D. (Phys.-Math.), Associate Professor, Professor, Department of Information Systems and Technologies, North-Caucasus Federal University (Stavropol). E-mail: mos@ncstu.ru

Research identity of built-in type laser system shooting and hit simulation to system of tank armament

V.V. Lapochkina - Post-graduate Student, Television and Multimedia System Department, Kazan National Research Technical University named after A.N. Tupolev. E-mail: Ve_La@mail.ru G.I. Ilyin - Dr.Sc. (Eng.), Professor, Head of Radio-electronic and Quantum Department, Kazan National Research Technical University named after A.N. Tupolev. E-mail: reku@reku.kstu-kai.ru

Intelligent tutoring on the basis of integrated expert systems: modeling students skills to solve complex problems

G. V. Rybina - Dr. Sc. (Eng.), Professor, RF President Prize Winner for Education, Department of Cybernetics, National Research Nuclear University MEPhI. E-mail: galina@ailab.mephi.ru E. S. Sergienko - Engineer, Department «Cybernetics» National Research Nuclear University «MEPhI». E-mail: galina@ailab.mephi.ru

The model of snail-s defensive behavior based on spiking formal neurons

V.V. Andrianov - Ph. D. (Biol.), Senior Research Scientist, Kazan Federal University, Kazan E.K. Zavoisky Physical-Technical Institute (Kazan). E-mail: slava_snail@yahoo.com Kh.L. Gainutdinov - Ph. D. (Biol.), Senior Research Scientist, Kazan Federal University,. Kazan E.K. Zavoisky Physical-Technical Institute. E-mail: kh_gainutdinov@mail.ru

Training and retraining of electronic model of the simplest nervous system performed within R&D program

V.N. Voronin - Ph.D. (Phis.-Math.), Deputy Head, Department of Intellectual Property, National Research Tomsk State University. E-mail: vnv@mail.tsu.ru V.N. Shumilov - Research Assistant, International Laboratory, National Research Tomsk State University. E-mail: vnshumilov@rambler.ru Y.A. Shumilov - Electronics Engineer, Laboratory of Siberian Physico-Technical Institute named academician V.D. Kuznetsov (Tomsk). E-mail: playcenter@ngs.ru A.R. Tsoi - Electronics Engineer, Laboratory of Siberian Physico-Technical Institute named academician V.D. Kuznetsov (Tomsk). E-mail: playcenter@ngs.ru A.V. Kiselev - Electronics Engineer, Laboratory of Siberian Physico-Technical Institute named academician V.D. Kuznetsov (Tomsk).E-mail: playcenter@ngs.ru C.M. Sharshov - Electronics Engineer, Laboratory of Siberian Physico-Technical Institute named academician V.D. Kuznetsov (Tomsk). E-mail: playcenter@ngs.ru

Individually-typological features of the change in the performance and indicators of the variability of the heart rate in the subjects in their adaptation to new conditions of sensori-motor activity

N.A. Gridneva - Researcher, P.K. Anokhin Institute of Normal Physiology (Moscow). E-mail: n.gridneva@nphys.ru E.P. Murtazina - Ph.D. (Med.), Leading Researcher, P.K. Anokhin Institute of Normal Physiology (Moscow). E-mail: KVV@ufanet.ru B.V. Zhuravlev - Professor, Dr. Sc. (Med.), Head of Laboratory, P.K. Anokhin Institute of Normal Physiology (Moscow). E-mail: KVV@ufanet.ru N.Yu. Trifonova - Researcher, P.K. Anochin Institute of Normal Physiology (Moscow). E-mail: natrish@bk.ru

Temporal patterns of shifts eating and drinking behavior of rats during spontaneous learning with the choice of the conditional signals on touch screen monitor

B.V. Zhuravlev - Dr.Sc. (Med.), Professor, Head of Laboratory, P.K. Anokhin Institute of Normal Physiology (Moscow). E-mail: b.zhuravlerb@nphys.ru E.P. Murtazina - Ph.D. (Med.), Leading Researcher, P.K. Anochin Institute of Normal Physiology (Mosow). E-mail: e.murtazina@nphys.ru B.V. Gurkovsky - Researcher, P.K. Anokhin Institute of Normal Physiology; Post-graduate Student, National Reasarch Nuclear University «MEPhI» (Moscow). E-mail: boris.gurkovskiy@gmail.com

Synthesis of neuroexperiment and neurophilosophy is basis of neuroscience

E.V. Loseva - Dr.Sc. (Biol.), Principal Scientist, Lab. of Functional Neurocytology, Institute of Higher Nervous Activity and Neurophysiology of RAS (Moscow). E-mail: losvnd@mail.ru

Training of the simplest nervous system, the mechanism of usefulness and evolution of the nervous system from simple to higher organisms

V.N. Shumilov - Researcher, International Laboratory, National Research Tomsk State University (Tomsk). E-mail: vnshumilov@rambler.ru I.V. Shumilov - Student, National Taras Shevchenko University of Kyiv (Kiev). E-mail: illya.shumilov@gmail.com V.I. Syryamkin - Dr.Sc. (Eng.), Head of the Department of «Quality Management», Director of Research and Education Center «Recognition: navigation, diagnostics, mechatronics» of National Research Tomsk State University (Tomsk). E-mail: egs@sibmail.com

Active avoidance reaction and its functional impairment under the influence of immunoactive skin drug K-activin in rats

A.V. Kryuchkova - Junior Research Scientist, FSBIS SRI PCM FMBA of Russia; Leading Engineer, Lomonosov Moscow State University (Moscow). E-mail: likkavolkhova@mail.ru A.N. Inozemtsev - Dr.Sc. (Biol.), Leading Research Scientist, Lomonosov Moscow State University (Moscow). E-mail: A_Inozemtsev@mail.ru O.V. Belova - Dr.Sc. (Biol.), Head of Laboratory, FSBIS SRI PCM FMBA of Russia (Moscow). E-mail: olgabelova49@yandex.ru T.A. Lukanidina - Research Scientist, FSBIS SRI PCM FMBA of Russia (Moscow). E-mail: tlukanidina@yandex.ru S.N. Moskvina - Ph.D. (Biol.), Leading Research Scientist, FSBIS SRI PCM FMBA of Russia (Moscow). E-mail: kasya45@yandex.ru I.V. Zimina - Ph.D. (Biol.), Senior Research Scientist, FSBIS SRI PCM FMBA of Russia (Moscow). E-mail: Yangicher@yandex.ru E.V. Shmeleva - Junior Research Scientist, FSBIS SRI PCM FMBA of Russia (Moscow). E-mail: kovalevaek101000@gmail.com

Interactions of the main nervous processes on the example of proof tests and a computer game

G.I. Shulgina - Dr.Sc. (Biol.), Professor, Faculty of Psychology, State Academy of Slavic Culture (Moscow). E-mail: shulgina28@mail.ru D.A. Berezhnaya - Acting Head of Department of Psychological Researches, SBU, «MITs» (Moscow). Е-mail: dashur@list.ru D.S. Berezhnoy - Ph.D. (Biol.), Leading Engineer, Chair of Higher Nervous Activity, Moscow State University (Moscow). Е-mail: dashur@list.ru O.N. Volkova - Student, Faculty of Psychology, State Academy of Slavic Culture (Moscow). Е-mail: shulgina28@mail.ru E.A Zyablitseva - Ph.D. (Biol.), Associate Professor, Department of Psychology, Military University (Moscow). Е-mail: evgeniazia@mail.ru E.A. Karavayeva - Ph.D. (Psychol.), Head of Psychological Service, GBON SOSh 799 (Moscow). E-mail: shulgina28@mail.ru

A set-theoretic model of the educational process management qualifying for labour market requirements to university graduates

A.V. Tkachenko - Ph.D. (Eng.), Associate Professor, Chair of Information Systems and Technologies, South-Western State University (Kursk). E-mail: tkachenko46@list.ru A.V. Sorokoletova - Ph.D. (Phyl.), Associate Professor, Chair of Foreign Languages, South-Western State University (Kursk). E-mail: mindami@gmail.com K.A. Tkachenko - Post-graduate Student, South-Western State University (Kursk). E-mail: kirill06@mail.ru

Тhе model reflecting some systemic aspects of brain functioning. Role of conscious and unconscious intellectual processes for complex tasks solutions

Е.А. Umriykhin - Dr.Sc. (Biol.), Ph.D. (Eng.), Corresponding Member of the Russian Academy Science, Professor, Chief of Neural Cibernetic Laboratory, Р.К. Anokhin Research Institute of Normal Physiology (Moscow). E-mail: eaumin@mail.ru

Interaction of excitation, inhibition and disinhibition on the example of proofreading tests and computer game

G.I. Shulgina Dr.Sc. (Biol.), Professor, Faculty of Psychology, State Academy of Slavic Culture (Moscow). E-mail: shulgina28@mail.ru D.A. Berezhnaya Acting Head of Department of Psychological Researches, SBU, «MITs» (Moscow). Е-mail: dashur@list.ru D.S. Berezhnoy Ph.D. (Biol.), Leading Engineer, Chair of Higher Nervous Activity, Moscow State University (Moscow). Е-mail: berezhnoy.daniil@gmail.com O.N. Volkova Student, Faculty of Psychology, State Academy of Slavic Culture (Moscow). Е-mail: zru84@mail.ru E.A. Zyablitseva Ph.D. (Biol.), Assiciate Professor, Department of Psychology, Military University (Moscow). Е-mail: evgeniazia@mail.ru E.A. Karavayeva Ph.D. (Psychol.), Head of Psychological Service, GBON SOSh 799 (Moscow). E-mail: kea.77@mail.ru

Identification parametrs of nonlinear model by use neural network

N.V. Andrievskaya - Ph.D. (Eng.), Associate Professor, Department of Automation icroprocessors, Perm National Research Polytechnic University. E-mail: nataly-anv@mail.ru

Processing unstructured textual data for support of search and rescue operations

D.A. Devyatkin - Junior Research Scientist, Institute for Systems Analysis of FRC CSC RAS (Moscow). E-mail: devyatkin@isa.ru A.O. Shelmanov - Junior Research Scientist, Institute for Systems Analysis of FRC CSC RAS (Moscow). E-mail: shelmanov@isa.ru

The data clustering on the base of Self-organizing incremental neural networks and Markov clustering algorithm

Yu.S. Fedorenko - Post-Graduate Student, Bauman Moscow State technical University. E-mail: Fedyura1992@yandex.ru Yu.E. Gapanyuk - Ph.D. (Eng.), Associate Professor, Bauman Moscow State technical University. E-mail: gapyu@bmstu.ru

Features of self-learning rats to make the choice of conditional signals and reinforcements in an interactive environment

E.P. Murtazina - Ph.D. (Med.), Leading Researcher, P.K. Anochin Institute of Normal Physiology (Moscow). E-mail: e.murtazina@nphys.ru B.V. Gurkovsky - Junior Research Scientist, P.K. Anokhin Institute of Normal Physiology; Post-graduate Student, National Research Nuclear University "MEPhI" (Moscow). E-mail: boris.gurkovskiy@gmail.com B.V. Zhuravlev - Dr.Sc. (Med.), Professor, Head of Laboratory, P.K. Anokhin Institute of Normal Physiology (Moscow). E-mail: b.zhuravlev@nphys.ru

Quantum neurocomputer as a model of brain and consciousness

M.J. Openkov - Dr.Sc. (Philos.), Professor, Northern (Arctic) Federal University named after M.V. Lomonosov (Arkhangelsk). E-mail: kotozelot@gmail.com A.S. Malyshev - Student, Northern (Arctic) Federal University named after M.V. Lomonosov (Arkhangelsk).. E-mail: kotozelot@gmail.com

Information and communication technologies and the quality of education

A.V. Tkachenko - Ph.D. (Eng.), Associate Professor, Department of information systems and technologies, Southwest State University (Kursk). E-mail: tkachenko46@list.ru I.A. Korol\'kov - Ph.D. (Eng.), Associate Professor, Head of Department of innovative, Kursk State University. E-mail: kurator57@mail.ru M.A. Luneva - Post-graduate Student, Department of information systems and technologies, Southwest State University (Kursk). E-mail: luneva21marina @ mail.ru

Intelligent speech synthesizer

I.A. Bugakov - Dr.Sc. (Eng.), Professor, Honored Inventor of Russia, Inter-Regional Non-Governmental Institution «Institute for Engineering Physics»; SEI HPE «Institute of Information Technology and Management», Serpukhov, Russia. E-mail: bia11@mail.ru I.D. Grachev - Dr.Sc. (Econ.), Ph.D. (Phys.-Math.), Member of the State Duma Energy Committee, Moscow, Russia. E-mail: grachev@duma.gov.ru V.N. Degtyarev - Chairman of the Interregional Public Fund «Assistance», Serpukhov, Russia. E-mail: sv-project@mail.ru O.P. Skoptsov - General Director, «Digital 101», Moscow, Russia. E-mail: oleg.skoptsev@gmail.com A.N. Tsar\'kov - Dr.Sc (Eng.), Professor, President of the Inter-regional Public Institution «Institute of Engineering Physics», Honored Science Worker of Russia, Serpukhov, Russia. E-mail: info@iifmail.ru

Design and analysis of algorithm no-reference image quality assessment based on local binary patterns

A.L. Priorov - Dr.Sc. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: andcat@yandex.ru I.S. Nenakhov - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: zergoodsound@gmail.com V.V. Khryashchev - Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: vhr@yandex.ru

Solution task of classification symbols by use neural network

N.V. Andrievskaya - Ph. D. (Eng.), Associate Professor, Department of of Automation Means, Perm National Research Polytechnic University. E-mail: nataly-anv@mail.ru

Some aspects of intellegent learning based on use of tutoring integrated expert system

G.V. Rybina - Dr.Sc. (Eng.), Professor, Department of Cybernetics, National Research Nuclear University MEPhI (Moscow Engineering Physics Institute). E-mail: galina@ailab.mephi.ru V.M. Rybin - Dг. Sc. (Eng.), Professor, Department of Automatics, National Research Nuclear University MEPhI (Moscow Engineering Physics Institute) E.S. Sergienko - Post-graduate Student, Engineer, Department of Cybernetics, National Research Nuclear University MEPhI (Moscow Engineering Physics Institute) I.A. Sorokin - Post-graduate Student, Department of Cybernetics, National Research Nuclear University MEPhI (Moscow Engineering Physics Institute)

Video sequence from ceiling cameras analysis for human detection

V.V. Khryashchev - Ph.D. (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University. E-mail: vhr@yandex.ru D.V. Matveev - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: yar_volley@inbox.ru А.А. Lebedev - Master Student, P.G. Demidov Yaroslavl State University. E-mail: lebedevdes@gmail.com I.S. Nenakhov - Post-graduate Student, P.G. Demidov Yaroslavl State University. E-mail: zergoodsound@gmail.com

Anomaly detection with self-organization Kohonen neuron net

V.S. Vedeneev - Lecturer, Department of Radio Physics and Electronics, Chelyabinsk State University E-mail: ingafen@gmail.com I.V. Bychkov - Dr.Sc. (Phys.-Math.), Professor, Head of the Department of Radio Physics and Electronics, Chelyabinsk State University E-mail: bychkov@csu.ru)

Integration of traditional and distant learning technologies based on the information content of the learning process

A.V. Tkachenko - Ph.D. (Eng.), Associate Professor, Department of Information Systems and Technologies, Southwest State University (Kursk) E-mail: tkachenko46@list.ru A.V. Sorokoletova - Ph.D. (Phil.), Associate Professor, Department of Foreign Languages, Southwest State University (Kursk) E-mail: mindami@gmail.com

Neural network technologies in identification properties of alloys

V.P. Dobritsa - Dr.Sc. (Phys.-Math.), Professor, Department of Information Systems and Technologies, Southwest State University (Kursk) E-mail: dobritsa@mail.ru E.A. Kuleshova - Lecturer, Department of Information Systems and Technologies, Southwest State University (Kursk) E-mail: lena.kuleshova.94@mail.ru

Teaching the methods of development of analytical information systems based on cloud computing (Microsoft Azure as an example)

V.I. Munerman - Ph. D. (Eng.), Associate Professor, Department of Informatics, Smolensk State University E-mail: vimoon@gmail.com T.A. Samoylova - Ph. D. (Eng.), Associate Professor, Department of Informatics, Smolensk State University E-mail: tatsam@hotbox.ru

Implementation of machine learning algorithms for spot magnetic characteristics of intrusion detectors enhancement

E.I. Dukhan - Ph. D. (Eng.), Assistant Professor А.E. Dukhan V.Yu. Sazonov

Deep learning for BCI application

F.V. Stankevich - Post-graduate Student, Tomsk Polytechnical University E-mail: stankevichfv@tpu.ru V.G. Spitsyn - Dr.Sc. (Eng.), Professor, Tomsk Polytechnical University E-mail: spvg@tpu.ru

Analysis of the deep neural networks characteristics in the context of digits recognition task

Y.S. Fedorenko - Post-graduate Student, Department «Information Processing and Control Systems», Bauman Moscow State Technical University E-mail: Fedyura1992@yandex.ru Yu.E. Gapanyuk - Ph.D. (Eng.), Associate Professor, Department «Information Processing and Control Systems», Bauman Moscow State Technical University E-mail: gapyu@bmstu.ru

Creation of integrated environment at the university for distance and blended education of engineering profile

R.S. Zagidullin - Ph.D. (Eng.), Associate Professor, Department of Radio-Electronic Systems and Devices, Bauman Moscow State Technical University E-mail: zag@bmstu.ru A.S. Chernikov - Ph.D. (Eng.), Dean of the Faculty of International Educational Programs, Head of Educational &Research Laboratory of Computer Information Systems and Technologies, Bauman Moscow State Technical University E-mail: chernik@bmstu.ru

The research of treats a distress by gamma-aminobutyric acid, weakening disinhibitory action of stress factors

G.I. Shul'gina - Dr. Sc. (Biol.), Leading Research Scientist, Institute of Higher Nervous Activity and Neurophysiology of RAS, Moscow E-mail: shulgina28@mail.ru N.S. Kositsyn - Dr. Sc. (Biol.), Leading Research Scientist, Institute of Higher Nervous Activity and Neurophysiology of RAS, Moscow

Research and development of methods for adjustment the number of neurons in the hidden layer of fully connected neural network

V.I. Terekhov - Ph.D. (Eng.), Associate Professor, Department - Information Processing and Control Systems?, Bauman Moscow State Technical University E-mail: terekchow@bmstu.ru I.M. Chernenkiy - Post-graduate Student, Department - Information Processing and Control Systems?, Bauman Moscow State Technical University E-mail: cheivan@mail.ru S.V. Minakova - magister, Department - Information Processing and Control Systems?, Bauman Moscow State Technical University E-mail: morgana_93@mail.ru

Application of machine learning algorithms and neural networks for SCG signal classification

N.S. Konnova – Ph.D. (Eng.), Associate Professor, Bauman Moscow State Technical University

E-mail: nkonnova@bmstu.ru

V.Yu. Khaperskaya – Post-graduate Student, Bauman Moscow State Technical University

E-mail: lynx.lg@gmail.com

Deep learning in fall detection by bioradar means

L.N. Anishchenko – Ph.D. (Eng.), Associate Professor, Senior Research Scientist, Biomedical Engineering Department, Research Section of scientific and educational complex “Fundamental Sciences”,

Bauman Moscow State Technical University

E-mail: anishchenko@rslab.ru

Detection of anthropometric face points based on deep learning methods to recognize emotions

O.V. Melnik – Dr. Sc. (Eng.), Professor, Department “Information-Measuring and Biomedical Engineering”, Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: omela111@yandex.ru

V.A. Sablina – Ph.D. (Eng.), Associate Professor, Department “Electronic Computing Machines”, Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: flyingvictory@mail.ru

A.V. Savin – Post-graduate Student, Department “Electronic Computing Machines”,

Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: savin.alex@mail.ru

A.B. Borschev – Undergraduate, Department “Electronic Computing Machines”,

Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

Machine learning in psycho-physiological state assessment by bioradar means

L.N. Anishchenko – Ph.D. (Eng.), Associate Professor, Senior Research Scientist, Research Section of scientific

and Educational Complex “Basic Sciences”, Bauman Moscow State Technical University

E-mail: anishchenko@rslab.ru

A.V. Turetskaya – Student, Department “Biomedical Engineering”, Bauman Moscow State Technical University

E-mail: asi300@yandex.ru

A.S. Bugaev – Academician of RAS, Dr. Sc. (Phys.-Math.), Laboratory of Remote Sensing of the Scientific

and Educational Complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: rslab@rslab.ru

Program code analysis using ensemble methods of machine learning

V.A. Galkin – Ph.D. (Eng.), Associate Professor,

Information Processing and Control Systems Department, Bauman Moscow State Technical University

E-mail: galkin@bmstu.ru I.S. Biushkin − Master,

Information Processing and Control SystemsDepartment, Bauman Moscow State Technical University

E-mail: biushkin.iwan@yandex.ru

U.V. Zhuravleva − Master,

Information Processing and Control Systems Department, Bauman Moscow State Technical University

E-mail: 3101zuv@mail.ru

Applying Reinforcement Learning in distribution computational system - Internet of Things

О.Y. Eremin – Ph.D. (Eng),

Department «Computer Systems and Networks», Bauman Moscow State Technical University

E-mail: ereminou@bmstu.ru

M.V. Stepanova – Post-graduate Student,

Department «Computer Systems and Networks», Bauman Moscow State Technical University

E-mail: stepanova@bmstu.ru

Improving the efficiency of education in a technical university

T.A. Onufrieva – Ph.D.(Eng.), Associate Professor,

«Information Systems and Networks» Department, Kaluga Branch of the Bauman MSTU

E-mail: onufrievata@mail.ru

A.S. Sukhova – Student,

«Information Systems and Networks» Department, Kaluga Branch of the Bauman MSTU

Е-mail: nastya_s@kaluga.ru

Reducing errors in estimating coordinates of radar objects due to machine learning

V.N. Zhurakovsky – Ph.D.(Eng.), Associate Professor,

Bauman Moscow State Technical University

An overview of intellectual methods of controlling innovative scientific and technical projects

E.N. Gorlacheva¹, N.P. Goncharova²

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

1 gorlacheva@yandex.ru, 2 nataly.gonn79@gmail.com

The approach to increasing the efficiency of convolution algorithms in modern high-availability systems

E.I. Goncharov, P.L. Iljin, V.I. Munerman, T.A. Samoylova

Smolensk State University (Smolensk, Russia)

Development of a method for assessing the quality of machine translation based on ensemble methods in machine learning

A.V. Kozina, Yu.S. Belov

Kaluga Branch of the Bauman MSTU (Kaluga, Russia)

Prediction of perioperative parameters of laparoscopic organ-sparing interventions on the kidney taking into account the surgeon's "learning curve"

V.N. Gridin¹, I.A. Kuznetsov², A.I. Gazov³, E.S. Sirota4

1,2,3,4 Design Information Technologies Center Russian Academy of Sciences (DITC) (Moscow Region, Odintsovo, Russia)

4 I.M. Sechenov First Moscow State Medical University (Moscow, Russia)

A A simulation model of data on the technical condition of the functional systems of the radar when solving the problem of forecasting failures

V.M. Antoshina – Part-programming Engineer,

JSC «A.L. Mints Radiotechnical Institute» (Moscow), HSSI MPTI

E-mail: vantoshina@rti-mints.ru

I.B. Zager – Head of the Educational Part – Deputy Head of the Department,

Lomonosov Moscow State University

E-mail: igor2007@bk.ru

A.S. Logovsky – General Designer,

JSC «A.L. Mints Radiotechnical Institute» (Moscow)

E-mail: logovsky@rti-mints.ru

K.V. Lvov – Student,

Faculty of Physics, Lomonosov Moscow State University

E-mail: lvov.kv14@physics.msu.ru

A.Yu. Perlov – Head of Sector,

JSC «A.L. Mints Radiotechnical Institute» (Moscow) E-mail: aperlov@rti-mints.ru

Adaptive trainer for preparing students for math exams

D.A. Pominov

Computer Science Faculty, Moscow State University of Psychology and Education (Moscow, Russia)

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Development of the instrumental support of the domestic computing platform "Elbrus 801-PC" in the problems of neural network modeling of nonlinear dynamic systems

O.V. Druzhinina¹, E.R. Korepanov², V.V. Belousov³, O.N. Masina4, A.A. Petrov5

1−3 FRС «Computer Science and Control» of RAS (Moscow, Russia)

4,5 Bunin Yelets State University (Yelets, Russia)

Construction of neural networks of various types using parabolic integrodifferential splines as activation functions

T.K. Biryukova – Ph.D.(Phys.-Math.), Senior Research Scientist, SPIN-code: 4318-5250

Signal processing algorithm for neural networks with integrodifferential splines as an activation function and its particular case of image classification

T.K. Biryukova

FRC «Computer Science and Control» of RAS (Moscow, Russia)

Cluster analysis of information system users based on keyboard dynamics characteristics

A.P. Karpenko, Yu.V. Yamchenko, D.S. Dubrovkin

Bauman Moscow State Technical University (Moscow, Russia)

Configurable special VLSI – real basis for future exascale supercomputers (foreign and domestic experience)

L.K. Eisymont – Ph.D.(Phys.-Math.), The Federal Register of Scientific and Technical Experts of the Russia Ministry of Education and Science (Moscow) E-mail: verger-lk@yandex.ru

Analysis of personality traits of social media users by automatic profile processing

M.A. Stankevich – Engineer, FRC «Computer Science and Control» of RAS (Moscow)

E-mail: stankevich@isa.ru

I.V. Smirnov – Ph.D.(Phys.-Math.), Head of Department, FRC «Computer Science and Control» of RAS (Moscow) E-mail: ivs@isa.ru

N.A. Ignatiev – Student, RUDN Univercity (Moscow)

E-mail: naignatiev@yandex.com

N.V. Kiselnikova – Ph.D.(Psych.), Head of Laboratory, Psychological Institute of Russian Academy of Education (Moscow) E-mail: nv.pirao@gmail.com

M.M. Danina – Ph.D.(Psych.), Senior Research Scientist, Psychological Institute of Russian Academy of Education (Moscow) E-mail: mdanina@yandex.ru

Application of machine learning algorithms for solving information security problems

Yu.V. Vinogradov – Head of Department, LLC «SSEC-Service» (Moscow)

E-mail: vinogradov_yv@ssec.ru

A.N. Nazarov – Dr.Sc.(Eng.), Professor, FRC «Computer Science and Control» of RAS (Moscow) E-mail: a.nazarov06@bk.ru

A.K. Sychev – Leading Mathematic Engineer, LLC «SSEC-Service» (Moscow) E-mail: sychev_a_k@mail.ru

Method of synthesis of a digital antenna array with logic signal processing

S. E. Mishchenko¹, V. V. Shatskiy², P. N. Bashly³, M. S. Mishchenko4

1, 2 Rostov-on-Don Research Institute of Radio Communication (Rostov-on-Don, Russia)

3, 4 Russian Customs Academy, Rostov-on-Don Branch (Rostov-on-Don, Russia)

Applying and comparing multiple machine learning techniques to detect fraudulent credit card transactions

D.V. Berezkin, Shi Runfang, Li Tengjiao

Bauman Moscow State Technical University (Moscow, Russia)

Application of intelligent technologies for modeling of controlled switching systems

D.Y. Openkin1, S.V. Chernomordov2

1,2 Yelets Bunin Yelets State University (Yelets, Russia)

System design of neurocomputers on microcontrollers in conditions of limited resources

K.V. Selivanov1, V.S. Klimachev2

1–2 Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

Classification of anomalous states of computer systems by means of intellectual analysis of system journals

O.I. Sheluhin – Dr. Sc. (Eng.), Professor, Head of the Department of «Information Security», Moscow technical university of communications and informatics, E-mail: sheluhin@mail.ru

D.V. Kostin – Post-graduate Student,

Department of «Information Security»,

Moscow technical university of communications and informatics, E-mail: d.v.kostin@mail.ru

Filter selection for image processing before the landmark detection stage for micro-expression analysis

O.V. Melnik1, V.A. Sablina2, G. Burresi3, A.V. Savin4

1,2,4 Ryazan State Radio Engineering University n. a. akad. V.F. Utkin (Ryazan, Russia)

3 Siena University

Methods and technologies of machine learning in neural network for computer vision purposes

A.A. Adamova, V.A. Zaykin, D.V. Gordeev

Bauman Moscow State Technical University (Moscow, Russia)

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)

Knowledge distillation of convolutional neural network models on inaccurately labeled data for automatic text CAPTCHA recognition on mobile devices

V.I. Terekhov1, D.O. Ishkov2

1–3 Bauman Moscow State Technical University (Moscow, Russia)

Two-stage procedure of neural network sentiment analysis for texts in russian

A.S. Volkov1, M.V. Chernenky2, E. Yu. Silantieva3

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

Mathematical approaches to the development of an integral indicator of the degree of cognitive decline

V.N. Gridin1, N.N. Koberskaya2, B.R. Salem3, D.S. Smirnov4, V.I. Solodovnikov5, N.N. Yakhno6

1–6 Design Information Technologies Center Russian Academy of Sciences (Odintsovo, Moscow Region, Russia)

A computer system for searching and evaluating thermal anomalies in volcano images

I.P. Urmanov1, S.P. Korolev2, A.N. Kamaev3

1–3 Computing Center FEB RAS (Khabarovsk, Russia)

Preparing users to work with moodle in the local workplace

R.S. Zagidullin1, A.S. Chernikov2

1–5 Bauman Moscow State Technical University (Moscow, Russia)

Application of the neural network model of Hopfield’s associative memory in the task of processing radar information

E.V. Egorova1, M.H. Aksayitov2, A.N. Ribakov3

1 MTU MIREA (Moscow, Russia)

2 JSC OKB Electroautomatics (Moscow, Russia)

3 FSUE VNIIA named after N.L. Dukhova (Moscow, Russia)

Method for solving social dilemmas based on multi-agent learning and reputation

A.N. Alfimtsev1, S.A. Sakulin2, V.E. Bolshakov3, N.V. Bykov4, M.S. Tovarnov5, N.S. Vlasova6

1–6 Bauman Moscow State Technical University (Moscow, Russia)

Application of artificial intelligence systems in electrocardiography

A.I. Vlasov1, S.E. Gyulmalieva2, Y.S. Liber3, S. Abdulkade4

1–4 Bauman Moscow State Technical University (Moscow, Russia)

Development of algorithmic support for modeling nonlinear control switching systems

A.A. Petrov1, O.V. Druzhinina2, O.N. Masina3

1, 3 Bunin Yelets State University (Yelets, Russia)

2 FRС «Computer Science and Control» of RAS (Moscow, Russia)

Application of cascading classification algorithms to improve in-trusion detection systems

A.N. Chesalin1

1 MIREA - Russian Technological University (Moscow, Russia)

High-precision interpolation of the GNSS satellites orbits by machine learning on extended SP3-data

A.S. Pustoshilov – Post-graduate Student, Siberian Federal University (Krasnoyarsk)

E-mail: alphasoft@inbox.ru

S.P. Tsarev – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk)

E-mail: sptsarev@mail.ru

Development of neural network algorithm for emotion recognition on facial image

O.A. Stepanova – Post-graduate Student, Infocommunication and Radiophysics Department,

P.G. Demidov Yaroslavl State University E-mail: olga1stepanova@yandex.ru

L.I. Ivanovsky – Post-graduate Student, Computer Network Department,

P.G. Demidov Yaroslavl State University E-mail: leonel-unknown@yandex.ru

V.V. Khryashchev – Ph.D. (Eng.), Infocommunication and Radiophysics Department, P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.L. Priorov – Dr.Sc. (Eng.), Infocommunication and Radiophysics Department,

P.G. Demidov Yaroslavl State University

E-mail: andcat@yandex.ru

Theoretical issues and ways of practical implementation of adaptive systems for clutter compensation in impulse radars

B.М. Vovshin – Dr.Sc. (Eng.), Head of Department, Design Bureau of JSC «RPC «Lianozovo Electromechanical Plant»; Professor, Moscow Technical University (MIREA)

E-mail: boris@eleron.net

I.S. Vylegzhanin – Ph.D. (Phys.-Math.), Chief Engineer, Design Bureau of JSC «RPC «Lianozovo Electromechanical Plant» E-mail: isv1980@yandex.ru

А.N. Korneev – Head of Sector, Design Bureau of JSC «RPC «Lianozovo Electromechanical Plant» E-mail: akorneev@lemz.ru

V.V. Lavrukevich – Ph.D. (Eng.), Leading Engineer, Design Bureau of JSC «RPC «Lianozovo Electromechanical Plant» E-mail: lvv.0xff@gmail.com

А.А. Pushkov – Ph.D. (Eng.), Senior Research Scientist, Design Bureau of JSC «RPC «Lianozovo Electromechanical Plant» E-mail: minipooh@yandex.ru

Precise modeling of slant total electron contents with multidimensional free interpolation

M.M. Valikhanov – Ph.D. (Eng.), Associate Professor, Siberian Federal University (Krasnoyarsk)

E-mail: mvalikhanov@sfu-kras.ru

V.V. Denisenko – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk);

Institute of computational modeling SB RAS (Krasnoyarsk)

E-mail: denisen@icm.krasn.ru

S.P. Tsarev – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk) E-mail: sptsarev@mail.ru

Two-point free nonlinear interpolation of coordinates and velocities of navigation satellites from SP3 data

A.S. Pustoshilov – Post-graduate Student, Siberian Federal University (Krasnoyarsk)

E-mail: alphasoft@inbox.ru

Yu.Yu. Ushakov – Ph.D. (Phys.-Math.), Associate Professor, Siberian Federal University (Krasnoyarsk) E-mail: yushakov@sfu-kras.ru

S.P. Tsarev – Dr.Sc. (Phys.-Math.), Professor, Siberian Federal University (Krasnoyarsk) E-mail: sptsarev@mail.ru

Neurological disease prediction using machine learning methods

K.S. Myshenkov1, Nekoula Haddad 2

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

Hierarchical classifier of short text fragments construction algorithm based on fuzzy graph clustering

P.V. Dudarin – Post-graduate Student, Department «Information Systems», Ulyanovsk State Technical University E-mail: pavel.dudarin@gmail.com

N.G. Yarushkina – Dr. Sc. (Eng.), Professor, Head of Department «Information Systems», Ulyanovsk State Technical University E-mail: jng@ulstu.ru

Analysis of methods for extracting information from text data

G.S. Ivanova1, P.A. Martynyuk2

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

Transformers and their application in credit scoring

D.V. Isaev1, V.G. Feklin2, A.A. Kochkarov3

1-3 Financial University under the Government of the Russian Federation (Moscow, Russia)

Analysis of efficiency of the bagging for binary classification at technical diagnostics

Yu.E. Kuvayskova – Ph.D.(Eng.), Associate Professor, Department «Applied Mathematics and Informatics»,

Ulyanovsk State Technical University

E-mail: u.kuvaiskova@mail.ru

V.N. Klyachkin – Dr.Sc.(Eng.), Professor, Department «Applied Mathematics and Informatics»,

Ulyanovsk State Technical University

E-mail: v_kl@mail.ru

Diagnostics of technical state of the equipment using aggregated classifiers

V.N. Klyachkin – Dr.Sc.(Eng.), Professor, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University

E-mail: v_kl@mail.ru

Yu.E. Kuvayskova – Ph.D.(Eng.), Associate Professor, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University

E-mail: u.kuvaiskova@mail.ru

D.A. Zhukov – Post-graduate Student, Department «Applied Mathematics and Informatics», Ulyanovsk State Technical University

E-mail: zh.dimka17@mail.ru

Using a neural network to select methods for predicting time series in a hybrid combined model

D.V. Yashin – Post-graduate Student, Ulyanovsk State Technical University

E-mail: dv.yashin@yandex.ru

E.N. Egov – Assistant, Ulyanovsk State Technical University E-mail: e.egov@ulstu.ru

Basic principles of machine learning methods application for the evaluation of the functioning of radar stations

I.A. Kalinov – Project Manager, JSC «Concern «RTI Systems» (Moscow);

Post-graduate Student, Moscow Institute of Physics and Technology (State University) E-mail: tej@frtk.ru

A.A. Kochkarov – Ph.D.(Phys.-Math.), Associate Professor, Deputy Director of STC-3, JSC «RTI» (Moscow);

Senior Research Scientist, V.A. Trapeznikov Institute of Control Sciences of RAS (Moscow)

E-mail: akochkar@gmail.com, AKochkarov@oaorti.ru

S.S. Matveeva – Leading Engineer, JSC «A.L. Mints Radiotechnical Institute» (Moscow) E-mail: s.s.matveeva@gmail.com

Method of analysis of the state of technological processes

A.A. Sychugov – Ph.D.(Eng.), Associate Professor,

Head of Department «Information Security», Tula State University

E-mail: xru2003@list.ru

A.P. Anchishkin – Student,

Department «Information Security», Tula State University

E-mail: alexan999@yandex.ru

D.V. Chernov – Assistant,

Department «Information Security», Tula State University; Head of the Information Security Sector, JSC ADC (Tula) E-mail: cherncib@gmail.com

Development of computer means of training operation of systems of radiotechnical flight support

D.A. Evsevichev – Ph.D.(Eng.), Associate Professor,

Department of Aviation Engineering,

Ulyanovsk Civil Aviation Institute

E-mail: denistk_87@mail.ru

M.K. Samokhvalov – Dr.Sc.(Eng.), Professor,

Department «Design and technology of electronic tools»,

Ulyanovsk State Technical University

E-mail: sam@ulstu.ru

Method of carrying out defects of printed modules using neural networks

M.A. Romashchenko1, D.V. Vasilchenko2, D.A. Pukhov3, S.Yu. Beleckaya4

1-4 Voronezh State Technical University (Voronezh, Russia)

The use of neural networks for solving classification problems in diagnosing malfunctions of transport systems

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)

Exploratory data analysis of dataset with bank card transactions

G.S. Ivanova1, Y.O. Fokina2

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

Methods of analysis of cognitive distortions and the concept of an automated intelligent system for their detection

A.S. Kozharinov1, Yu.A. Kirichenko2, I.V. Afanasiev3, N.P. Labuz4, A.I. Vlasov5

1,2 National University of Science and Technology “MISiS” (Moscow, Russia)

3-5 Bauman Moscow State Technical University (Moscow, Russia)

Face image biometric verification algorithm based on deep convolution neural network

V.V. Khryashchev – Ph. D. (Eng.), Associate Professor of Department of Infocommunication and Radiophysics, P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.A. Lebedev – Master of Department of Infocommunication and Radiophysics,

P.G. Demidov Yaroslavl State University

E-mail: lebedevdes@gmail.com

A.M. Shemyakov – Post-graduate Student of Department of Infocommunication and Radiophysics,

P.G. Demidov Yaroslavl State University

E-mail: andrey.shemiakov@gmail.com

V.A. Pavlov – Post-graduate Student of Department of Infocommunication and Radiophysics, P.G. Demidov Yaroslavl State University

E-mail: i@yajon.ru

Chaos and order in work of the nervous system

G.I. Shul’gina – Ph.D. (Biol.), Professor, Institute of Higher Nervous Activity and Neurophysiology of RAS (Moscow) E-mail: shulgina28@mail.ru

Non-contact automated detection of aggressive human behavior using a multichannel complex

E-mail: anishchenko@rslab.ru

A.V. Zhuravlev – Ph.D. (Phys.-Math.), Leading Research Scientist, Research Section of scientific and educational complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: azhuravlev@rslab.ru

V.V. Razevig – Ph.D. (Eng.), Senior Research Scientist, Research Section of scientific and educational complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: vrazevig@rslab.ru

M.A. Chizh – Ph.D. (Phys.-Math.), Junior Research Scientist, Research Section of Scientific and Educational Complex “Fundamental Sciences”, Bauman Moscow State Technical University

E-mail: mchizh@rslab.ru

Monitoring computer systems for anomaly detection by analysis of log files using machine learning techniques

O.I. Sheluhin – Dr. Sc. (Eng.), Professor, Head of the Department of «Information Security», Moscow technical university of communications and informatics,

E-mail: sheluhin@mail.ru

D.V. Kostin – Post-graduate Student, Department of «Information Security», Moscow technical university of communications and informatics,

E-mail: d.v.kostin@mail.ru

Anticlassification algorithm for targeted computer attack detection in web-oriented honeypot

A.S. Vishnevsky – Post-graduate Student, Information Security Department, Faculty of Informatics and Control Systems, Bauman Moscow State Technical University

E-mail: andrey.s.vishnevsky@gmail.com

P.G. Klyucharev – Ph.D. (Tech.), Associate Professor, Information Security Department, Faculty of Informatics and Control Systems, Bauman Moscow State Technical University

E-mail: pk.iu8@yandex.ru

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

Approach to the creation of a hybrid intellectual system of determining the location of objects by their photographs

A. V. Proletarsky – Dr.Sc. (Eng.), Professor, Dean of Faculty «Informatics and control systems», Bauman Moscow State Technical University

E-mail: pav@bmstu.ru

D. V. Berezkin – Ph.D. (Eng.), Associate Professor, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: berezkind@bmstu.ru

V. I. Terekhov – Ph.D. (Eng.), Associate Professor, Department of Information Processing Systems and Management, Bauman Moscow State Technical University

E-mail: terekchow@bmstu.ru

P. A. Sekirin – Master’s Degree Student, Department of Information Processing Systems and Management, Bauman Moscow State Technical University

E-mail: sekirinp@gmail.com

I. E. Sergeev – Master’s Degree Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: ilay19940@gmail.com

V. Yu. Sidorov – Master’s Degree Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: sidorow.valentin@gmail.com

Network traffic database creation for automation of Android mobile applications classification

O. I. Shelukhin – Dr.Sc. (Eng.), Professor, Head of Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: sheluhin@mail.ru

S. D. Erokhin – Ph.D. (Eng.), Associate Professor, Rector of Moscow Technical University of Communication and Informatics

E-mail: s.d.erokhin@gmail.com

V. V. Barkov – Assistant Lecturer, Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: viacheslav.barkov@gmail.com

Network anomaly detection and classification using a combination of two artificial neural networks

O. I. Shelukhin – Dr.Sc. (Eng.), Professor, Head of Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: sheluhin@mail.ru

V. O. Musatov – Master’s Degree Student, Department of Information Security, Moscow Technical University of Communication and Informatics

E-mail: vladimirus@protonmail.com

Neural network methods for integral structure non-destructive testing

A. Yu. Viryasova – Master, Bauman Moscow State Technical University

E-mail: virnastya@yandex.ru

A. I. Vlasov – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: vlasovai@bmstu.ru

A. A. Gladkikh – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: a.gladkikh@inforion.ru

Modification of the algorithm for identification and categorization of scientific terms through a neural network

V. V. Bakhtin – Post-graduate Student, Department of Automatics and Telemechanics, Perm State National Research University; Design Programmer, “Satellite” LLC (Perm)

E-mail: bakhtin_94@bk.ru

Methodological aspects of automatic speech recognition on the basis of multivariate statistical theory

I.V. Shostak − Dr.Sc. (Eng.), Professor, Software Engineering Department, Zhukovsky National Aerospace University «Khakov Aviation Institute» (Kharkov, Ukraine)

E-mail: iv_shostak@rambler.ru

I.I. Butenko − Ph.D. (Eng.), Assistant Professor, Bauman Moscow State Technical University

E-mail: iuliiabutenko2015@yandex.ru

Atomic machine learning

S.Yu. Eremenko − Dr.Sc. (Eng.), Professor, Director of Soliton Scientific Pty Ltd (Sydney, Australia)

E-mail: sergei@solitonscientific.com

The concept of a self-learning adaptive trainer

L.S. Kuravsky − Dr.Sc. (Eng.), Professor, Dean of Computer Science Faculty, Moscow State University of Psychology and Education

E-mail: l.s.kuravsky@gmail.com

A.A. Margolis − Ph.D. (Psych.), Provost, Moscow State University of Psychology and Education

E-mail: margolisaa@mgppu.ru

G.A. Yuryev − Ph.D. (Phys.-Math.), Associate Professor, Deputy Dean, Computer Science Faculty, Moscow State University of Psychology and Education

E-mail: g.a.yuryev@gmail.com

D.A. Pominov − Research Scientist, Computer Science Faculty, Moscow State University of Psychology and Education

E-mail: pominovda@mgppu.ru

Growing convolutional neural-like structures for the tasks of recognition of static images

I.V. Stepanian – Dr. Sc. (Biol.), Ph.D. (Eng.), Leading Research Scientist, Labor Medicine Institute of the Russian Academy of Sciences, A.A. Blagonravov Institute for Machine Science of the RAS, P.I. Chaikovsky Moscow State Сonservatory

E-mail: neurocomp.pro@gmail.com

N.N. Ziep – Post-graduate Student, Department of Electronic Computer, S.A. Lebedev JSC Institute of Precision Mechanics and Computer Science of RAS (Moscow), Moscow Institute of Physics and Technology (State University)

E-mail: diepnn83@mail.com

Aspects of intelligence and intuition in the system model of the brain activity

E.A. Umriukhin – Corresponding member of RAS, Dr. Sc. (Biol.), Ph.D. (Eng.), Professor, Leading Research Scientist, Head of Laboratory of intellectual activity physiological mechanisms, Р.K. Anokhin's Institute of normal physiology (Moscow)

Е-mail: eaumin@mail.ru

Dementia simulation based on the disruption imitation of neural network synaptic connections

A.E. Krasnov1, T.N. Krasnova2

1 Russian State Social University (Moscow, Russia)

2 Moscow State University named after M.V. Lomonosov (Moscow, Russia)

Model of formation of the generator of the pattern of activity

V.V. Andrianov – Ph.D.(Biol.), Senior Research Scientist, Kazan Federal University (Kazan), Zavoisky Physical-Technical Institute (Kazan)

E-mail: slava_snail@yahoo.com

Kh.L. Gainutdinov – Dr.Sc. (Biol.), Senior Research Scientist, Kazan Federal University (Kazan), Zavoisky Physical-Technical Institute (Kazan)

E-mail: kh_gainutdinov@mail.ru

I.A. Lavrov – Ph.D. (Biol.), Leading Research Scientist, Kazan Federal University (Kazan)

E-mail: igor.lavrov@gmail.com

Increasing the efficiency of spam filtering based on machine learning methods in messages different nature

I.А. Chizhova1, E.I. Kublik2, M.S. Chipchagov3, A.I. Labintsev4

1-4 Financial University under the Government of the Russian Federation (Moscow, Russia)

Comparison of supervised AutoML and supervised ML methods for solving image recognition problems

N.A. Andriyanov1, Y.B. Kamalova2, Moiseev G.V.3

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

Hardware in artificial intelligence

N.A. Andriyanov1

1 Financial University under the Government of the Russian Federation (Moscow, Russia)

System for predicting the effective price of ordering a taxi service using machine learning algorithms

V.E. Dementiev1, N.A. Andriyanov2

1 Ulyanovsk State Technical University (Ulyanovsk, Russia)

2 Financial University under the Government of the Russian Federation (Moscow, Russia)

An approach for estimating trees parameters using LiDAR data

S.I. Chumachenko1, V.I. Terekhov2, E.T. Mitrofanov3, I.A. Grishin4

1, 3 Mytishchi branch of Bauman Moscow State Technical University
2, 4 Bauman Moscow State Technical University (Moscow, Russia)

Memristive technologies for the implementation of a neural network element base

V.P. Zhalnin1, V. Aiguzhin2, M.E. Apakov3, A.M. Panfilkin4

1–4 Bauman Moscow State Technical University (Moscow, Russia)

Application of the Seshu-Waxman approach and the Kohonen algorithm to the problem of electrical diagnostics of analogue circuits

S.U. Uvaysov1, V.V. Chernoverskaya2, Nguyen Van Tuan3, Nguyen Viet Dang4

1-4 RTU MIREA (Moscow, Russia)

Approach to neural network modeling of the propagation of electromagnetic waves

A.A. Petrov1, O.V. Druzhinina2, O.N. Masina3

1, 3 Bunin Yelets State University (Yelets, Russia)

2 FRС «Computer Science and Control» of RAS (Moscow, Russia)

Automated city security systems based on sound data analysis

A.S. Vyugina¹, E.I. Kublik², M.S. Chipchagov³, A.I. Labintsev⁴

1,2 Russian Technological University MIREA (Moscow, Russia)

2−4 Financial University under the Government of RF (Moscow, Russia)

Intelligent analysis of microwave radiothermometry data in medical diagnostics

A.G. Losev1, I.E. Popov2, A.G. Gudkov3, S.V. Chizhikov4

1,2 Volgograd State University (Volgograd, Russia)
3 4 Bauman Moscow State Technical University (Moscow, Russia)
3 LLC Research and Production Innovation Firm HYPERION (Moscow, Russia)

Neural network architectures for educational processes modeling

D.D. Matorin1, A.Yu. Cherepkov2, D.S. Zaitsev3

1–3 Bunin Yelets State University (Yelets, Russia)

An age-invariant face recognition model

V.A. Ivanov, A.A. Smirnov, K.D. Galev

Development and study of a method for automated recognition of Parkinson's disease based on a combination of features of motor activity of the hands, mimic activity and facial expressiveness

A.A. Moshkova1, A.V. Samorodov2, N.A. Voinova3, A.K. Volkov4, M.V. Ershova5, E.O. Ivanova6, E.Y. Fedotova7

1,2 Bauman Moscow State Technical University (Moscow, Russia)
3,4 Scientific and Educational Medical-Technological Center of Bauman Moscow State Technical University (Moscow, Russia)
5–7 Research Center of Neurology, 5th neurological department (Moscow, Russia)

Application of intelligent technologies for modeling of controlled switching systems

D.Y. Openkin1, S.V. Chernomordov2

1,2 Yelets Bunin Yelets State University (Yelets, Russia)

Method of objects’ verification on radar images using ensembles of neural networks

N.D. Badanina1, V.V. Dudihin2, I. Yu. Mezhuev3, N.S. Novikova4, I.Yu. Yakupov5

1–5 JSC «Distant Radiocommunication Scientific Research Institute» (Moscow, Russia)

Recognition of diabetic retinopathy on digital images of the fundus using convolutional neural networks of deep learning

A.N. Narkevich1, T.Н. Mamedov2, D.V. Dzyuba3

1–3 FSBEI НЕ Prof. V.F. Voino-Yasenetsky Krasnoyarsk State Medical University MOH Russia (Krasnoyarsk, Russia)

Analysis of the instrumental support for heterogeneous computing using neural network modeling

A.A. Petrov1, S.V. Chernomordov2, M.A. Kabanov3

1–3 Bunin Yelets State University (Yelets, Russia)

Automated neural network system for analyzing the emotional state of a person-operator

B.K. Abdulaev1, A.I. Vlasov2, T.M. Fatkhutdinov3

1–3 Bauman Moscow State Technical University (Moscow, Russia)

The use of convolutional neural network in the analysis of electrocardiograms

O.V. Nepomnyashchiy1, A.G. Khantimirov2, M.M.I. Al-sagheer3, S. Shabir4

1–4 Siberian Federal University (Krasnoyarsk, Russia)

Using artificial intelligence methods to recognize radar stations based on the radio technical parameters of signals with filtering signals from radar stations not taken into account in the training set

B.B. Nikolenko1, D.I. Kuznetsov2, V.A. Podkovkin3, P.B. Popov4, A.N. Nikulina5

1-5 JSC “CNIRTI named after academician A.I. Berg” (Moscow, Russia)

1 bb.nikolemko@gmail.com; 2 utsy@mail.ru; 3 pva.podkovkin@gmail.com; 4 paborpop@gmail.com; 5 alex.post-x@yandex.ru

Analysis of the emotional content of text messages with a mixed code

K.V. Sazonov1, A.A. Makunin2

1,2 Military University of Radio Electronics (Cherepovets, Russia)

Intelligent tutoring on the basis of integrated expert systems: modeling students skills to solve complex problems

G.V. Rybina1, E.S. Sergienko2

1,2 Federal State Budgetary Educational Institution of Higher Vocational Education National Research Nuclear
University MEPhI (Moscow, Russia)

Converters of frequency-time parameters of biosignals into code based on neural network with one layer of trained weight coefficients

Yu.A. Chelebaeva1, S.V. Chelebaev2

1,2 Ryazan State Radio Engineering University named after V.F. Utkina (Ryazan, Russia)

Image segmentation of colorectal polyps during colonoscopy using neural networks

V.V. Khryashchev1

1 P.G. Demidov Yaroslavl State University (Yaroslavl, Russia)

Architectural principles for constructing machine learning pipelines for solving the problem of controlling the process of analyzing Earth remote sensing data

D.S. Kumankin1, S.A. Yamashkin2

1,2 National Research Mordovia State University (Saransk, Russia)

Use of artificial neural networks to assess the impact of electromagnetic interference

M.A. Romashchenko1, D.V. Vasilchenko2, S.Yu. Beletskaya3

1-3 FSBEI of HE “Voronezh State Technical University” (Voronezh, Russia)

Diagnostics of power transformers electrical parts using machine learning methods

A.N. Alyunov1

1 Financial University under the Government of the Russian Federation (Moscow, Russia)

Electrical energy consumption prediction using machine learning methods

A.N. Alyunov1, K.D. Mosolova2

1,2 Financial University under the Government of the Russian Federation (Moscow, Russia)

Application of an artificial neural network for recognition of radio signals by aircraft receivers

M. E. Ivanov1

1 Saint-Petersburg State University of Aerospace Instrumentation (St. Petersburg, Russia)

1 sindbad1995@list.ru

Computer vision system for automatic classification of nanocomposites

S.A. Korchagin1

1 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 sakorchagin@fa.ru

Development of a parsing system for the analysis of government contracts

V.V. Melentiev1, D.V. Serdechnyi2, P.V. Nikitin3, S.A. Korchagin4

1 Engels Institute of Technology (branch) of Yuri Gagarin State Technical University of Saratov (Engels, Russia),

2−4 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 melen2004@inbox.ru, 2dvserdechny@fa.ru, 3pvnikitin@fa.ru, 4sakorchagin@fa.ru

About the features of managing the security of automated systems that include neural network technologies

V.I. Budzko1, V.G. Belenkov2, V.I. Korolev3, D.A. Melikov4

1–4 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
4 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 vbelenkov@ipiran.ru, 3 vkorolev@ ipiran.ru, 4 mda-17@yandex.ru

Development of a method for processing, grouping and annotating materials from reference and information sites in order to identify fake reviews using the naive Bayes classifier algorithm

M.A. Panov1, I.I. Ivanovichev2

1,2 Ural State University of Economics (Yekaterinburg, Russia)

1 panov79@ya.ru, 2 Ivan0vi4ev.ivan@gmail.com

Using deep machine learning techniques to detect and track athletes in the video data stream

V.V. Khryashchev1, A.L. Priorov2, D.V. Matveev3, Yu.A. Lukashevich4

1–4 Yaroslavl State University named after P.G. Demidov (Yaroslavl, Russia)

1 v.khryashchev@uniyar.ac.ru, 2 andcat@yandex.ru, 3 diman@uniyar.ac.ru, 4 lukashevich.yuriy@gmail.com

Physiological instability of vegetative functions of the students body

R.G. Suleymanova1, U.A. Magomedova2, M.O. Muslimov3, J.K. Nurmagomedova4

1–4 Dagestan State Medical University (Makhachkala, Dagestan, Russia)

1 r.g@mail.ru, 2 m.umijat@yandex.ru, 3 dgma_55@mail.ru, 4 nurmagomedova.dzhamilya@mail.ru

Instrumental support of interactive testing and predictive modeling of students' knowledge level using neural networks

A.Yu. Cherepkov1, D.D. Matorin2, D.S. Zaitsev3

1-3 I.A. Bunin Yelets State University (Yelets, Russia)

1 cherepkov.andrey@mail.ru; 2 dmitr.matorin@yandex.ru; 3 dimanz1997@bk.ru

About the features of managing the security of automated systems that include neural network technologies

V.I. Budzko1, D.A. Melikov2, V.G. Belenkov3

1–3 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
2 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 mda-17@yandex.ru; 3 vbelenkov@ipiran.ru

Modern mathematical methods for building trusted medical decision support systems

I.A. Kuznetsov1

1 Design Information Technologies Center Russian Academy of Sciences (Odintsovo, Moscow oblast, Russia)
1 info@ditc.ras.ru

Control system for a robotic training complex based on an uncrewed boat

G.Yu. Illarionov1, M.I. Berezovsky2, G.D. Eliseenko3

1,3 Institute of Marine Technology Problems named after. Academician M.D. Ageeva (Vladivostok, Russia)
2 Pacific Naval School named after S.O. Makarova (Vladivostok, Russia)
2 berezamax@yandex.ru

Development of a semantic analyzer using neural networks

N.A. Borsuk1, T.A. Onufrieva2, L.V. Tsarev3, P.A. Deryugin4, A.Yu. Titov5

1–5 Kaluga Branch of Bauman Moscow State Technical University (Kaluga, Russia)

1 borsuk.65@yandex.ru, 2 onufrievata@mail.ru, 3 x174101@gmail.com,

4 shadowmadness792@mail.ru, 5 alexcandr40@mail.ru

Application of machine learning methods for automatic test pattern generation process optimization during circuit design

V.I. Kuraedov1

1 National Research University "Moscow Institute of Electronic Technology" (Moscow, Russia)

1 vladimir96k@mail.ru

Methods for predicting failures of functional elements of rocket and space technology products using visual decomposition and machine learning

A.Yu. Viryasova1, A.I. Vlasov2, D.I. Klimov3, T.T. Mamedov4, A.P. Myagkov5

1,3–5 JSC "Russian Space Systems" (Moscow, Russia)

2 Bauman Moscow State Technical University (Moscow, Russia)

1 virnastya@yandex.ru, 2 vlasovai@bmstu.ru, 3 klimov.di@spacecorp.ru,

4 mamedov.tt@spacecorp.ru, 5 contact@spacecorp.ru

Overcoming linguistic barriers in code assistants: creating a Qlora adapter to improve support for russian-language code writing instructions

C.B. Pronin1, A.V. Volosova2, A.V. Ostroukh3, Yu.N. Strogov4

1, 3, 4 Moscow Automobile and Road Engineering State Technical University (MADI) (Moscow, Russia)
2 Bauman Moscow State Technical University (National Research University) (Moscow, Russia)
1 caesarpr12@gmail.com, 2 volosova@bmstu.ru, 3 ostroukh@mail.ru, 4 zelkame@gmail.com

Modern methods of computer vision and their practical application in the problem of defectoscopy of integrated circuits

A.Yu. Shafigullina1, D.I. Klimov2, T.T. Mamedov3, I.R. Gubaidullin4

1–4 Joint Stock Company "Russian Space Systems" (Moscow, Russia)

2 National Research University "Moscow Power Engineering Institute" (Moscow, Russia)

1 postgraduate contact@spacecorp.ru, 2 klimov.di@spacecorp.ru,
3 mamedov.tt@spacecorp.ru, 4 gubaidullin.ir@spacecorp.ru

Application of machine learning methods for analysis of the mental state of a person

L.A. Kovalkova1, A.A. Kochkarov2, E.Yu. Shchetinin3

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 mila.kovalkova.ai@gmail.com, 2 akochkarov@fa.ru, 3 eyshchetinin@fa.ru

Methodology for determining critical elements of an information and measurement system based on forecasting the values of their technical characteristics

V.V. Lisitsky1, D.M. Vyaldin2

1,2 Military Space Academy named after A.F. Mozhaisky (Saint-Petersburg, Russia)

1 vka@mil.ru, 2 dmitriy_vyaldin@mail.ru

Instrumental and methodological support for the assessment and forecasting of knowledge in the pedagogical process

A.Yu. Cherepkov1, O.V. Druzhinina2

1,2 Bunin Yelets State University (Yelets, Russia)

2 FRС «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

1cherepkov.andrey@mail.ru; 2ovdruzh@mail.ru

Advantages and machine learning role in assessing the enterprises competitiveness in the digital economy

O.A. Saltykova1, V.D. Saushkin2

1,2 RUDN University named after. Patrice Lumumba (Moscow, Russia)

1 olga_a_saltykova@mail.ru; 2 kingrailag@gmail.com

Cybersecurity of systems implementing data intensive domains. Part 1. The place of cybersecurity in the protection of information

V.I. Budzko1, V.I. Korolev2, V.G. Belenkov3, P.A. Keyer4

1–4 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 vkorolev@ ipiran.ru, 3 vbelenkov@ipiran.ru, 4 pkeyer@ipiran.ru

Convolutional neural network and deep machine learning for ECG analysis

O.V. Nepomnyashchiy1, Mohammed Muanis I. Al-Sagheer2, V.N. Khaidukova3, A.V. Sharova4, S.A. Kotov5

1,2,4,5 Siberian Federal University (Krasnoyarsk, Russia)

3 JSC Academician M.F. Reshetnev «Information Satellite Systems» (Zheleznogorsk, Russia)

1 2955005@gmail.com, 2 mahamedali51@yahoo.com, 3 valeriya_iks@mail.ru, 4 withlady@yandex.ru,

5 thiskotov@yandex.ru

Machine learning of a convolutional neural network based on a regularizing Bayesian approach

S.V. Prokopchina1, P.E. Ryabov2, E.Yu. Shchetinin3

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 svprokopchina@fa.ru, 2 peryabov@fa.ru, 3 eyshchetinin@fa.ru

The use of neural network technologies in the design of printed circuit boards

A.V. Arkhipov1, K.A. Muravyov2, A.A. Solodnjakov3, I.S. Potanin4

1–4 Bauman Moscow State Technical University (Moscow, Russia)

2 muravyov@bmstu.ru

Unmanned aerial vehicle location systems. Antenna Arrays

Yu.V. Koltzov1

1 Nizhegorodskiy Research Institute (Nizhny Novgorod, Russia)
1 koltzovyv@mail.ru

Method for determining the types of encryption of linear block codes

M.V. Khoroshailova1, А.V. Kuznetsov2, A.S. Demikhova3

1,3 FSBEI of HE “Voronezh State Technical University” (Voronezh, Russia)

2 Voronezh Central Design Bureau Polyus JSC (Voronezh, Russia)

1 pmv2205@mail.ru, 2, 3 kipr@vorstu.ru

Comparative analysis of neural network models for classification of earth surface zones from optical images

E.A. Antokhin1, A.A. Zalishchuk2, V.A. Nenashev3, S.А. Nenashev4

1-4 St. Petersburg State University of Aerospace Instrument Engineering (St. Petersburg, Russia)

1 fresguap@mail.ru; 2 sacha1501@yandex.ru; 3 nenashev.va@yandex.ru; 4 nenashev_sergey178@mail.ru

Optimization of neural network architecture using genetic algorithms: a case study in diabetes prediction

Hou Menhai1

1 Peoples' Friendship University of Russia (Moscow, Russia)

1 houmenhai@gmail.com

Application of convolutional neural network and evolutionary algorithm to predict the outcome of adverse drug interactions

O.V. Nepomnyashchiy1, A.G. Khantimirov2, M.M.I. Al-Saghir3, S.A. Kotov4

1–4 Siberian Federal University (Krasnoyarsk, Russia)

1 ONepomnuashy@sfu-kras.ru, 2 anton-xant@mail.ru, 3 mahamedali51@yahoo.com

Extrapolation of trajectories in radar images using recurrent neural networks

V.V. Dudihin1, E.A. Kuzina2, I.Y. Mezhuev3, S.A. Rylov4, I.Y. Yakupov5

1 Moscow State University (Moscow, Russia)
2,4,5 JSC Distant Radiocommunication Scientific Research Institute (Moscow, Russia)
3 Plekhanov Russian University of Economics (Moscow, Russia)
1 dudikhin@spa.msu.ru, 2 ekkuzina@npodr.ru, 3 Mezhuev.IY@rea.ru, 4 srylov@npodr.ru, 5 iyakupov@npodr.ru

Improving the accuracy of blood pressure estimation using a photoplethysmogram due to additional training of an artificial neural network

A.N. Kalinichenko1, L.A. Manilo2, A.P. Nemirko3, E.V. Sadykova4, I.V. Degterev5

1–5 St Petersburg Electrotechnical University (LETI) (Saint-Petersburg, Russian)
2 lmanilo@yandex.ru

Artificial intelligence methods in information‑measuring and control systems

V.A. Nenashev1, R.M. Voronov2, A.V. Berezin3, A.D. Matveev4, V.K. Losev5

1–5 St. Petersburg State University of Aerospace Instrumentation (St. Petersburg, Russia)

1 nenashev.va@yandex.ru