Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

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

Scientific bases of the hierarchical systems creation for monitoring and evaluating the influence of the transport infrastructure objects on the environment

A.N. Vasilyev - Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: a.n.vasilyev@gmail.com
V.N. Denisov - Dr.Sc. (Eng.), Professor, St.-Petersburg Mining University. E-mail: 3565451@mail.ru
D.A. Thakhov - Dr.Sc. (Eng.), Professor, St.-Petersburg State Polytechnical University. E-mail: dtarkhov@gmail.com
V.N. Fedotov - Associate Professor, St.-Petersburg Mining University. E-mail: nik2k@mail.ru

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

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

The use of neural network approach for solving of tasks of estimation of parameters and state variables

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

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

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

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

Output power statistical analysis of the neural network with LMS algorithm tuning with square constraint with weight vector jitter

S.V. Zimina - Ph. D. (Phys.-Math.), Associate Professor, National Research Lobachevsky State University of Nizhny Novgorod. E-mail: zimina-sv@yandex.ru

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)

Comparative study of iterative and direct neural network short term electricity load forecasting of a city

I.E. Shepelev - Ph.D. (Eng.), Senior Research Scientist, A.B. Kogan Research Institute for Neurocybernetics, Academy of biology and biotechnology, Southern Federal University (Rostov-on-Don). E-mail: shepelev@krinc.ru I.I. Nadtoka - Dr.Sc. (Eng.), Professor, Head of the Department, Platov South-Russian State Polytechnic University (NPI) (Novocherkassk). E-mail: ii_nadtoka@mail.ru S.A. Vialkova - Engineer, Platov South-Russian State Polytechnic University (NPI) (Novocherkassk). E-mail: mazaeva_sveta@mail.ru S.O. Gubski - Ph.D. (Eng.), Platov South-Russian State Polytechnic University (NPI) (Novocherkassk). E-mail: hromo@inbox.ru

The method of text meaning analysis with semantic network containing fuzzy data

S.M. Salibekyan - Associate Professor, National Research University «Higher school of Economics», Moscow Institute of Electronics and Mathematics. E-mail: salibek@yandex.ru S.B. Petrova - Magistrant, National Research University «Higher school of Economics», Moscow Institute of Electronics and Mathematics. E-mail: sv.halkina@gmail.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

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

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)

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

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)

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)

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)

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

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)

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)

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

А. В. Терентьева – аспирант, инженер 2-й категории, ОАО «ГСКБ «Алмаз – Антей» (Москва)
E-mail: donnaanna777@mail.ru

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)

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

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

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)

Classification blood pressure signals with artificial neural networks

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

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)

Neural network processing of DNA matrices in criminology

A.A. Adamova1, A.V. Betskov2, D.I. Denisova3, I.S. Galishnikov4

1,3,4 Bauman Moscow State Technical University (Moscow, Russia)

2 Academy of Management of the Ministry of Internal Affairs of the Russian Federation (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)

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)

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