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)

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

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

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

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

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)

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)

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)

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)

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

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)

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)

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

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 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

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 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

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)

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

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