Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

I.S. Kolbin - Ph.D. (Phys.-Math.), Moscow Aviation Institute (Technical University) D.L. Reviznikov - D.Sci. (Phys.-Math.), Moscow Aviation Institute (Technical University)

Probabilistic standardization of experimental data using artificial neural networks

A.N. Iusupov - Ph.D. (Biol.), Wellness Foundation (St. Petersburg)

Peculiarities of creation and training of the neural network direction finder

K. Yu. Gavrilov - Dr.Sc. (Eng.), Associate Professor, Dean of the faculty of - Radio Electronics for flying vehicles - MAI. E-mail: gavr401.konst.y@mail.ru
V. I. Goncharenko - Dr.Sc. (Eng.), Associate Professor, Director of the Military institute of MAI. E-mail: vladimirgonch@mail.ru
N. A. Dubrovin - Ph.D. (Eng.), Junior Research, CC «Radij TN». E-mail: dubrovin@radiytn.ru

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

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

Real-time voice conversion using artificial neural network with rectified linear units

I. S. Azarov - Ph.D. (Eng.), Belarusian State University of Informatics and Radioelectronics. E-mail: azarov@bsuir.by
М. I. Vashkevich - Assistant, Belarusian State University of Informatics and Radioelectronics. E-mail: vashkevich@bsuir.by
А. А. Petrovsky - Dr.Sc. (Eng.), Professor, Belarusian State University of Informatics and Radioelectronics. E-mail: palex@bsuir.by

Semiotic model of language

А. М. Potapenko - Ph.D. (Eng.), Professor, Department of Information Protection and Communication Systems, South-West State University, Kursk, Russia. E-mail: pam1952@mail.ru
А. G. Yurchenko - Senior Engineer-Programmer, Сlosed Joint Stock Company «Scientific-Technical Center «Search IT», Moscow, Russia. E-mail: a.yurchenko@poisk-it.ru
R. V. Popadinets - Ph.D. (Philol.), Associate Professor, Department of Foreign Languages, South-West State University, Kursk, Russia. E-mail: ovva@rambler.ru

The prognostic meteorological model of dynamic multidimensional vector of nonstationary processes

M.G. Matveev - Dr. Sc. (Eng.), Professor, Research Scientist, Russian Air Force Military Educational and Scientific Center «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: mgmatveev@yandex.ru
S.L. Kirnosov - Ph. D. (Eng.), Dr. Sc. Candidate, Russian Air Force Military Educational and Scientific Center «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: slk_met@mail.ru

Differentiation of nonlinear transformations of artificial neural how implicit functions

V.V. Vasetsky - Ph. D. (Eng.), Associate Professor, Russian Air Force Military Educational and Scientific Center «Zhukovsky-Gagarin Air Force Academy» (Voronezh). E-mail: vasetsky@inbox.ru

Resource load prediction in computer cloud using Elman networks teached by artificial immune systems

R.I. Khantimirov - Post-graduate Student, Moscow State University of Economics, Statistics and Informatics. E-mail: ramilkh@gmail.com

The research of neural network identification of aircraft planes by impulse characteristics

Mitrofanov D.G. - Dr. Sc. (Eng.), Professor, Vasilevsky Military Academy of Air Defense Forces RF (Smolensk). E-mail: mdgvapvo@yandex.ru Safonov A.V. - Ph. D. (Eng.), Associate Professor, Head of Department, Tyumen Higher Military Engineering Com-mand School named after marshal A.I. Proshlyakov. E-mail: sulaco33@yandex.ru Bortovik V.V. - Ph. D. (Eng.), Associate Professor, Vasilevsky Military Academy of Air Defense Forces RF (Smolensk) E-mail: bvv30@yandex.ru Kichulkin D.A. - Main Engineer, Smolensk Scientific Innovative Centre of Radioelectronic Systems «ZAVANT». E-mail: info@zavant.ru Krasavtsev O.O. - Senior Engineer, Smolensk Scientific Innovative Centre of Radioelectronic Systems «ZAVANT». E-mail: info@zavant.ru

Neural network modelling of heat exchange chlorobenzene in electric field

A.R. Mukhutdinov - Dr.Sc.(Eng.), Professor, Department «Technology solid chemical substances», Kazan State Technological University E-mail: muhutdinov@rambler.ru M.G. Efimov - Bachelor, Department «Technology solid chemical substances», Kazan State Technological University. E-mail: jero07@bk.ru

Artificial neural network method operative mapping using unmanned aerial vehicles

M.V. Akinin - Ph. D. (Eng.), Junior Research Scientist, RSREU (Ryazan). E-mail: akinin.m.v@gmail.com N.V. Akinina - Post-graduate Student, RSREU (Ryazan). E-mail: natalya.akinina@gmail.com M.B. Nikiforov - Ph. D. (Eng.), Associate Professor, RSREU (Ryazan). E-mail: nikiforov.m.b@evm.rsreu.ru A.V. Sokolova - Undergraduate, RSREU (Ryazan). E-mail: alexandra.sokolova00@mail.ru A.I. Taganov - Dr. Sc. (Eng.), Professor, Head of Department, RSREU (Ryazan). E-mail: alxtag@yandex.ru

Comparative analysis of the neural network approach to classical key distribution algorithms

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

Using feedforward neural networks for implementing maximum likelihood parameter estimators

E.N. Efimov - Post-graduate Student, Department 405, Moscow Aviation Institute (MAI). E-mail: omegatype@gmail.com D.V. Filimonova - Student, Department 405, Moscow Aviation Institute (MAI). E-mail: daria-fili@rambler.ru T.Y. Shevgunov - Ph. D. (Eng.), Associate Professor, Department 405, Moscow Aviation Institute (MAI). E-mail: shevgunov@mai-trt.ru

Neural network approximation of the frequency\'s conditional function

A.N. Yusupov - Ph. D. (Tech.), Leading Engineer-Programmer, Senior Lecturer of Wellness Foundation \"MEDINEF\" BGTU \"Voenmech\" RTC (St. Petersburg). E-mail: a.n.yusupov@gmail.com

Method of determining 3D permittivity profile of a sample using artificial neural network mathematical model

A.V. Brovko - Ph. D. (Phys.-Math.), Associate Professor, Department «Applied Information Technologies», Yuri Gagarin State Technical University of Saratov. E-mail: brovkoav@gmail.com

Calculation of the overlapping radar image orientation using neural networks

A.A. Romanov - Post-graduat Student, Moscow Aviation Institute (National Research University); Engineer, JSC «Corporation «Vega» (Moscow). E-mail: alexromanoviv@ya.ru B.G. Tatarsky - Dr.Sc. (Eng.), Professor, Moscow Aviation Institute (National Research University); Director of Research and Education Center, JSC «Corporation «Vega» (Moscow)

Detection of distortions in electrocardiographic signal based on discrete wavlet transform and artificial neural networks

V.A. Al-Khaidri - Post-graduate Student, Department Biomedical and Electronic systems and technology, Vladimir State University named after A.&N. Stoletovs. E-mail: fawaz_tariq@mail.ru R.V. Isakov - Ph. D. (Eng.), Associate Professor, Department Biomedical and Electronic systems and technology, Vladimir State University named after A.&N. Stoletovs. E-mail: Isakov-RV@mail.ru L.T. Sushkova - Dr. Sc. (Eng.), Professor, Head of Department Biomedical and Electronic systems and technology, Vladimir State University named after A.&N. Stoletovs. E-mail: ludm@vlsu.ru

There is a connectionist model in building mathematics at hight school

V.V Goncharov - Dr.Sc. (Eng.), Professor, Head of Mathematical Department, Peter the Great Strategic Rocket Forces Academy (Moscow). E-mail: v_v_goncharov@mail.ru O.V. Mishenina - Ph.D. (Ped.), Professor, Department of Mathematics, Peter the Great Strategic Rocket Forces Academy (Moscow). E-mail: o.v.misyenina@gmail.com

Application of artificial neural networks to the diagnosis of cognitive impairment

M.V. Vyucheiskaia - Post-graduate Student, Department of Applied Mathematics and High Performance Computing, Northern (Arctic) Federal University named after M.V. Lovonosov (Arkhangelsk). E-mail: maria.vmv@mail.ru I.S. Biriukov - Junior Researcher Scientist, Laboratory of Neurophysiology and Higher Nervous Activity, Northern (Arctic) Federal University named after M.V. Lovonosov (Arkhangelsk). E-mail: bis4937@mail.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

Algorithms fractal image compression based on self-organizing artificial neural network

K.I. Sviridenkov - Ph.D. (Eng.), Associate Professor, Department of Computer Engineering, Branch of National Research University «Moscow Power Engineering Institute» in Smolensk. E-mail: sv-k-i@mail.ru O.V. Gorchakova - Master of Science, Department of Computer Engineering, Branch of National Research University «Moscow Power Engineering Institute» in Smolensk. E-mail: ole4ka_140492@mail.ru

Software package for modelling, analysis and synthesis of neural network control systems

V.L. Eliseev - Ph.D. (Eng.), Associate Professor, Department of Management and Informatics, National Research University «Moscow Power Engineering Institute». E-mail: vlad-eliseev@mail.ru K.I. Sviridenkov - Ph.D. (Eng.), Associate Professor, Department of Computer Engineering, Branch of Na-tional Research University «Moscow Power Engineering Institute» in Smolensk. E-mail: sv-k-i@mail.ru G.F. Filaretov - Dr.Sc. (Eng.), Professor, Department of Management and Informatics, National Research University «Moscow Power Engineering Institute». E-mail: gefefi@yandex.ru

Method for determination of parameters of a discontinuity of variable geometrical form in a dielectric sample

A.V. Brovko - Ph. D. (Phys.-Math.), Associate Professor, Department «Applied Information Technologies», Yuri Gagarin State Technical University of Saratov E-mail: brovkoav@gmail.com R.S. Pakharev - Post-graduate Student, Department «Applied Information Technologies», Yuri Gagarin State Technical University of Saratov E-mail: ruslanpaharev@rambler.ru

Neural network model and numerical method for determining a volume fraction of firm particles in powder material

Developing an option for decision making using a anamorphic method

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

Research of the adaptation system are synchronized in phase receiving and emitting objects using artificial neural networks

Nguyen Dang Tao - Post-graduate Student, Department of Radio Engineering and Cybernetics, Moscow Institute of physics and technology (State University)

Detecting of heterogeneity in a dielectric sample

A.V. Brovko - Dr.Sc. (Phys.-Math.), Associate Professor, Department of Applied Information Technologies, Yuri Gagarin State Technical University of Saratov (SSTU) E-mail: brovkoav@gmail.com R.S. Pakharev - Post-graduate Student, Department of Applied Information Technologies, Yuri Gagarin State Technical University of Saratov (SSTU) E-mail: ruslanpaharev@rambler.ru

Adaptation in the system is synchronized in phase receiving and emitting objects in the phase distortion using artificial neural networks

Nguyen Dang Tao - Post-graduate Student, Department of Radio Engineering and Cybernetics, Moscow Institute of physics and technology (State University)

Capabilities application of artificial neural networks for classification phonocardiogram signals

W.M. Ayedh - Post-graduate Student, Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: walid_aed@mail.ru W.A. Al-Haidri - Post-graduate Student, Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: fawaz_tariq@mail.ru R.V. Isakov - Ph. D. (Eng.), Associate Professor, Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: Isakov-RV@mail.ru L.T. Sushkova - Dr. Sc. (Eng.), Professor, Head of Department «Biomedical and Electronic Systems and Technology», Vladimir State University named after A.&N. Stoletovs E-mail: ludm@vlsu.ru

Development of approach to the solving of problems of control motion for the technical systems modeled by differential inclusions

O.V. Druzhinina - Dr.Sc. (Phys.-Math.), Professor, General Research Scientist, Federal Research Center "Informatics and Management" RAS E-mail: ovdruzh@mail.ru O.N. Masina - Dr.Sc. (Phys.-Math.), Head of Department of Mathematical Modeling and Computer Technologies, Yelets state university n.a. I. A. Bunin E-mail: olga121@inbox.ru A.A. Petrov - Post-graduate Student, Yelets State University n.a. I. A. Bunin E-mail: xeal91@yandex.ru

Synthesis of the calculating estimates algorithm, adapted to a neural network logical basis

A.G. Volkov - Ph.D. (Eng.), Associate Professor; Financial University under Government of Russian Federation E-mail: avolkov@fa.ru A.I. Polous - Ph.D. (Eng.) Professor V.I. Goncharenko - Dr.Sc. (Eng.), Associate Professor, Director of Military Institute, Moscow Aviation Institute (National Research University); Lead Engineer, V.A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences E-mail: vladimirgonch@mail.ru M.A. Ikonnikov - Post-graduate Student, Moscow Aviation Institute (National Research University) E-mail: maxim.ikonnikov@gmail.com

Application of artificial neural networks in vehicle systems, special robotic systems

D.S. Chirov - Dr.Sc. (Eng.), Associate Professor, Deputy Chief of the General Research and Testing Center of Robotics of the Ministry of Defense (Moscow) E-mail: den-chirov@yandex.ru A.N. Stetsuk - Chief of Research Department, General Research and Testing Center of Robotics of the Ministry of Defense (Moscow) E-mail: gniizrt@mail.ru

The fuzzy model development of complex interpretation of signs based on cardiorhythmogram signals analysis

Ju.A. Chelebaeva – Post-graduate Student, Department “Information-Measuring and Biomedical Engineering”, Ryazan State Radio Engineering University n.a. acad. V.F. Utkin

E-mail: chel-juliya@yandex.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

Implementation aspects of neural arithmetic adder

A.V. Demidovskij , E.A. Babkin

1Higher School of Economics (Nizhny Novgorod, Russia)

Analysis of neural networks efficiency when accounting for weight coefficients jitter, leading to reduction in output signal/noise ratio

S.V. Zimina

Lobachevsky State University of Nizhny Novgorod (Nizhny Novgorod, Russia)

Artificial neural network in the diagnostic problem of structural defects of printed components in electronic means

S.U. Uvajsov¹, V.V. Chernoverskaya², S.M. Lyshov³, Fam Le Kuok Han'4, A.S. Uvajsova5

1–5 MIREA – Russian Technological University (Moscow, Russia)

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)

Neural network modeling of the implosion process in the tasks of optimization of oil production process

A.R. Mukhutdinov¹, Z.R. Vakhidova², M.G. Efimov³

1,3 Kazan State Technological University (Kazan, Russia)

2 University of Management "TISBI" (Kazan, Russia)

Application of convolutional neural networks for malignant skin lesions recognition on digital skin images

K.M. Paraskevopulo¹, A.N. Narkevich², K.A. Vinogradov³

1,2 FSBEI HE Prof. V.F. Voino-Yasenetsky KrasSMU MOH Russia (Krasnoyarsk, Russia);

3 Department of Medical Faculty, FSBEI HE Prof. V.F. Voino-Yasenetsky KrasSMU MOH Russia (Krasnoyarsk, Russia)

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)

Hybrid approaches of accident modeling for risk management in socio-technical systems

M. Kiwan, D.V. Berezkin, A. Hamed

Bauman Moscow State Technical University (Moscow, 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)

A high generalization capability artificial neural network architecture based on RBF-network

M.A. Abrosimov – Post-graduate Student,

Department of Applied Information Technologies, Yuri Gagarin State Technical University of Saratov E-mail: destinywatcher@gmail.com

A.V. Brovko – Dr. Sci. (Phys.-Math.), Professor,

Department of Applied Information Technologies, Yuri Gagarin State Technical University of Saratov

Email: brovkoav@gmail.com

Quantitative determination of fault tolerance of artificial neural networks based on memristors

S.N. Danilin – Ph. D. (Eng.), Associate Professor,

Murom Institute (branch) Federal state budgetary Educational Institution of Higher Education

«Vladimir State University named after A.G. and N.G. Stoletovs»

E-mail: dsn-55@mail.ru

S.A. Shchanikov – Ph. D. (Eng.), Associate Professor, Dean, The faculty of Information Technology, Murom Institute (branch)

Federal state budgetary Educational Institution of Higher Education

«Vladimir State University named after A.G. and N.G. Stoletovs»

E-mail: seach@inbox.ru

I.A. Bordanov – engineer,

Murom Institute (branch) Federal state budgetary Educational Institution of Higher Education

«Vladimir State University named after A.G. and N.G. Stoletovs»

E-mail: bordanov2011@yandex.ru

A.D. Zuev – engineer,

Murom Institute (branch) Federal state budgetary Educational Institution of Higher Education «Vladimir State University named after A.G. and N.G. Stoletovs» E-mail: ad-nemo@mail.ru

Development of neural network model for signs determination of atrial fibrillation for subsystem of cardiorhythmogram signals processing

Yu.A. Chelebaeva

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

Selection of P300 signal features based on machine learning and the Morlet wavelet use for BCI applications

N.Haddad1, M.V. Derkach2, A.N. Dmitriev3, I.K. Sergeev4, S.I. Shchukin5

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

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)

Matching of the HF antenna-feeder path of the using a switching antenna-matching device based on a neural network

A.P. Pavlov 1, A.V. Bakhmutskaya 2, I.E. Kashchenko 3

1-3 Omsk Scientific Center SB RAS (Institute of Radiophysics and Physical Electronics) (Omsk, Russian)

A Perseptron network for prediction of the electrical characteristics of a resonant-tunnel diode

N.A. Vetrova1, K.P. Pchelintsev2, V.D. Shashurin3

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

The real probability of recognizing images of people's faces using artificial neural networks

V.A. Ivanov, A.A. Smirnov, D.A. Nikolaev

Noise immunity of artificial neural networks in the recognition of images of people's faces

V.A. Ivanov, A.A. Smirnov, D.A. Nikolaev

Task of creating a system for object recognition of multi-channel sensing complexes

N.S. Akinshin – Dr.Sc. (Eng.), Professor,

JSC «Central Design Bureau of Apparatus Engineering» (Tula)

E-mail: cdbae@cdbae.ru

R.P. Bystrov – Dr.Sc. (Eng.), Professor, Leading Research Scientist,

Kotelnikov Institute of Radio Engineering and Electronics of RAS (Moscow)

E-mail: rudolf@cplire.ru

O.V. Esikov – Dr.Sc. (Eng.), Professor,

JSC «Central Design Bureau of Apparatus Engineering» (Tula)

E-mail: inf@cdbae.ru

A.I. Chernyshkov – Adjunct,

Penza Artillery Engineering Institute

E-mail: niriopaii@mail.ru

Use of artificial neural networks for the detection of broadband signals with a constant level of false alarms in radar surveys

V.Yu. Leshchinskiy – Leading Engineer,

JSC NPO «NIIIP-NziK» (Novosibirsk)

E-mail: wdm@ngs.ru

I.F. Lozovskiy – Ph.D. (Eng.), Senior Research Scientist, Head of Sector,

JSC NPO «NIIIP-NziK» (Novosibirsk) E-mail: lozov igor@yandex.ru

Frequency channel neural transformer in a cognitive communication system

N.M. Ryabkov – Research Scientist,

JSC «Concern «Constellation» (Voronezh)

E-mail: n.m.ryabkov@sozvezdie.su

A.N. Golubinskiy – Dr.Sc. (Eng.), Associate Professor, Deputy Scientific Manager,

JSC «Concern «Constellation» (Voronezh)

E-mail: a.n.golubinskiy@ sozvezdie.su

Recognition method of fixed group objects by radar image based on artificial neural networks

А.V. Kvasnov – Ph.D. (Eng.), Associate Professor,

Peter the Great St.Petersburg Polytechnic University

E-mail: Kvasnov_AV@spbstu.ru

P.Е. Gladilin – Ph.D. (Phys.-Math.), Associate Professor,

ITMO University (St. Petersburg)

E-mail: peter.gladilin@gmail.com

А.E. Pershutkin – Master Student, ITMO University (St. Petersburg)

E-mail: alex.neurocoder@gmail.com

Recognition of destructive multimedia content in the socio-cyberphysical Internet monitoring system by a single frame

K.D. Rusakov1, A.O. Iskhakova2, R.V. Meshcheryakov3

1-3 V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow, Russia)

Algorithm of spatial configuration definition of telecommunication systems objects with use of neural network technology

А.А. Strotsev – Dr.Sc.(Eng.), Associeit Professor, Deputy Head on Science of Scientific and Technical Ddepartment, FSUE «RNIIRS» FRPC

А.V. Averyanov – Ph.D.(Eng.), Software Engineer,

FSUE «RNIIRS» FRPC

Y.A. Averyanovа – Post-graduate Student, Engineer, FSUE «RNIIRS» FRPC

The structure of the software package for modeling of technical systems in conditions of switching functioning modes

A.A. Petrov – Post-graduate Student, Bunin Yelets State University E-mail: xeal91@yandex.ru

A comparative analysis for research results of processing methods of a single-channel ECG in CHD detection tasks

E.M.A. Taleb – Post-graduate Student, Department of Biomedical and Electronic Systems and Technology, Vladimir State University n.a. Alexander and Nicolay Stoletovs

E-mail: noor2@mail.ru

L.T. Sushkova –D.Sc. (Eng.), Professor, Head of Department of Biomedical and Electronic Systems and Technology, Vladimir State University n.a. Alexander and Nicolay Stoletovs E-mail: ludm@vlsu.ru

R.V. Isakov – Ph.D.(Eng.), Associate Professor, Department of Biomedical and Electronic Systems and Technology, Vladimir State University n.a. Alexander and Nicolay Stoletovs

Email: Isakov-RV@mail.ru

W.A. Al-Haidri – Ph.D. (Eng.), Senior Lecturer, Department of Biomedical and Electronic Systems and Technology, Vladimir State University n.a. Alexander and Nicolay Stoletovs

Email: fawaz_tariq@mail.ru

A.R.A. Abdulraqeb – Ph.D. (Eng.), Assistant, Department of Biomedical and Electronic Systems and Technology, Vladimir State University n.a. Alexander and Nicolay Stoletovs

Email: atef_alsanawy@mail.ru

The synthesis technique of a neural network subsystem of cardiorhythmogram signal processing

O.V. Melnik – Dr.Sc. (Eng.), Professor, Department «Information-measuring and biomedical engineering», V.F. Utkin Ryazan State Radio Engineering University

E-mail: omela111@yandex.ru

S.V. Chelebaev – Ph.D. (Eng.), Associate Professor, Department «Automated control systems», V.F. Utkin Ryazan State Radio Engineering University

E-mail: sergeychelr@yandex.ru

Yu.A. Chelebaeva – Post-graduate Student, Department «Information measuring and biomedical engineering», V.F. Utkin Ryazan State Radio Engineering University

E-mail: chel-juliya@yandex.ru

Converters of time-and-frequency parameters of biosignals in the code of two variables on the basis of multilayer p erceptrons application

S.V. Chelebaev – Ph.D. (Eng.), Associate Professor, Department «Automated control systems», V.F. Utkin Ryazan State Radio Engineering University

E-mail: sergeychelr@yandex.ru

Yu.A. Chelebaeva – Post-graduate Student, Department «Information-measuring and biomedical engineering», V.F. Utkin Ryazan State Radio Engineering University

E-mail: chel-juliya@yandex.ru

The use of artificial neural networks on examples of large IT projects

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

E-mail: nkonnova@bmstu.ru

Characteristics of neural networks with sample matrix inversion algorithm tuning when accounting for weight coefficients jitter

S.V. Zimina – Ph.D. (Phys.-Math.), Associate Professor, Lobachevsky State University of Nizhny Novgorod

E-mail: zimina-sv@yandex.ru

Simulation of physical fields by spatial neural networks

B. V. Khakimov – Dr.Sc. (Econ.), Assistant Member of the Federation Council (Moscow)

E-mail: bvhakimov@yandex.ru

I. M. Mikheev – Dr.Sc. (Phys.-Math.), Professor, Moscow Technical University of Communications and Informatics

E-mail: igormikheev@mail.ru

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

Big Data and neural network technologies in the study of electoral behavior

Yu.Yu. Petrunin – Dr.Sc. (Phil.), Professor, Head of the Department of Mathematical Methods and Information Technologies in the Management; Head of the Center of Big Data Analysis, Faculty of Public Administration, Lomonosov Moscow State University

E-mail: Petrunin@spa.msu.ru

Yu.A. Siluyanova – Post-graduate Student, Department of Sociology, Faculty of Public Administration, Lomonosov Moscow State University

E-mail: zernovaju@gmail.com

M.G. Myagkov – Dr.Sc. (Phys.-Math.), Professor, University of Oregon; Leading Research Scientist, Department of Mathematical Methods and Information Technologies in the Management; Scientific Supervisor of the Center for Big Data Analysis in Social Sciences, Faculty of Public Administration, Lomonosov Moscow State University

E-mail: myagkov@uoregon.edu

I.V. Kozitsin – Post-graduate Student, Moscow Institute of Physics and Technology

E-mail: kozitsin.ivan@mail.ru

S.D. Osipov − Student, Moscow Institute of Physics and Technology

E-mail: Petrunin@spa.msu.ru

The behavior modeling in neural networks

B.V. Khakimov – Dr. Sc. (Econ.), Leading Expert of the Office of the Federation Council (Moscow)

E-mail: bvhakimov@yandex.ru

I.M. Mikheev – Dr. Sc. (Phys.-Math.), Professor, Moscow Technical University of Communications and Informatics

E-mail: igormikheev@mail.ru

Method of determination of volume of heterogeneity in a dielectric sample

A.V. Brovko – Dr.Sc. (Phis.-Math.), Associate Professor, Department of Applied Information Technologies, Saratov State Technical University n.a. Yu.A. Gagarin

E-mail: brovkoav@gmail.com

R.S. Pakharev – Post-graduate Student, Department of Applied Information Technologies, Saratov State Technical University n.a. Yu.A. Gagarin

E-mail: ruslanpaharev@rambler.ru

Criteria for minimal RBF artificial neural network’s center vectors set definition

M.A. Abrosimov − Post-graduate Student, Department of Applied Information Technologies, Yuri Gagarin State Technical University of Saratov (SSTU)

E-mail: destinywatcher@gmail.com

A.V. Brovko − Dr.Sc. (Phys.-Math.), Professor, Department of Applied Information Technologies, Yuri Gagarin State Technical University of Saratov (SSTU)

E-mail: brovkoav@gmail.com

Development of fuzzy inference rules for a model of integrated interpretation of cardiorhythmogram signal features

Y.A. Chelebaeva1, O.V. Melnik2, S.V. Chelebaev3

1–3 Ryazan State Radio Engineering University named after V.F. Utkin (Ryazan, Russia)

The analysis of a kardioritmogramm in a neural network base of operations

O.V. Melnik
Dr.Sc. (Eng.), Professor, Department «Information-measuring and biomedical engineering»,
Ryazan State Radio Engineering University
E-mail: omela111@yandex.ru
S.V. Chelebaev
Ph.D. (Eng.), Associate Professor, Department «Automated Control Systems»,
Ryazan State Radio Engineering University
E-mail: sergeychelr@yandex.ru
Yu.A. Chelebaeva
Post-graduate Student, Department «Information-measuring and Biomedical Engineering»,
Ryazan State Radio Engineering University
E-mail: chel-juliya@yandex.ru

Detection of ischemic heart disease by one-channel ECG based on artificial neural networks

Emad Mahmood Ahmed Taleb
Post-graduate Student, Department of Biomedical and Electronic systems and technology,
Vladimir State University named after A.G. and N.G. Stoletovs
E-mail: noor2@mail.ru
L.T. Sushkova
D.Sc. (Eng.), Professor, Head of Department of Biomedical and Electronic systems and technology,
Vladimir State University named after A.G. and N.G. Stoletovs
E-mail: ludm@vlsu.ru
Walid Ahmed Al-Haidri
Ph.D. (Eng.), Assistant, Department of Biomedical and Electronic systems and technology,
Vladimir State University named after A.G. and N.G. Stoletovs
E-mail: fawaz_tariq@mail.ru
R.V. Isakov
Ph.D.(Eng.), Associate Professor, Department of Biomedical and Electronic systems and technology,
Vladimir State University named after A.G. and N.G. Stoletovs
E-mail: Isakov-RV@mail.ru

Classification blood pressure signals with artificial neural networks

N.A. Al-Khulaidi, A.A. Sallam, A.R.A. Abdulraqeb, L.T. Sushkova

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)

Neural network optimization model for the calories of the liquid-filled composition for internal production bituminous oil

A.R. Mukhutdinov1, M. G. Efimov2, A.N. Serdyukova3

1-3 Kazan National Research Technological University (Kazan, Republic of Tatarstan)

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)

RNN-based method to classify human natural emotional states from speech

A.K. Alimuradov1, A.Yu. Tychkov2, M.I. Yuskaev3, D.S. Dudnikov4, M.A. Tyurin5, P.P. Churakov6, Z.M. Yuldashev7

1–6 Penza State University (Penza, Russia)

7 St. Petersburg State Electrotechnical University "LETI" (Saint Petersburg, Russia)

Model of the adaptive system based on an artificial neural network for digital electric motor control

O.V. Nepomnyashchiy1, I.A. Rusak2, N.Y. Sirotinina3, A.A. Kopytov4, V.N. Khaidukova5

1–5 Siberian Federal University (Krasnoyarsk, Russia)

Human gait analysis using bioradiolocation and video surveillance data in sensor fusion paradigm

V.S. Lobanova1, D.S. Bezdetnyy2, V.V. Slizov3, E.S. Smirnova4, L.N. Anishchenko5

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

1 lobanova@bmstu.ru, 2 bezdetnyyyds@student.bmstu.ru, 3 v.slizov@gmail.com, 4 jine-sm@mail.ru, 5 anishchenko@rslab.ru

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

Analysis of software libraries for the development of embedded neural network applications

B.V. Artemiev1, A.I. Vlasov2, J.O. Isroilov3, S. Mulatola4

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

1 boris@artemiev.su, 2 vlasov@iu4.bmstu.ru, 3 woot_1999@mail.ru, 4 samharm777@gmail.com

Risk Management in the Socio-Cyberphysical System based on monitoring the actual number of employees

Mudar Kivan1

1 Bauman Moscow State Technical University (National Research-Tel University) (Moscow, Russia)
1 moudarkiwan@gmail.com

Method of Bio-Radiolocation Signal Breathing Patterns Classification Based on Artificial Neural Networks and Wavelet Analysis Application

M.D. Alekhin, L.N. Anishchenko, A.V. Zhuravlev

Program comlex SciLab as a tool for teaching the use of artificial neural networks for processing the results of a chemical experiment

A.S. Kuznetsov1, E.V. Burlyaeva2

1,2 RGSU – Russian State Social University (Moscow, Russia)

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

1 as_kuznetsov@list.ru, 2 burlyaeva@mirea.ru