Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

S.V. Chelebaev - Ph.D. (Eng.), Associate Professor, Department «Biomedical and Semiconductor Electronics», Ryazan State Radio Engineering University. E-mail: sergey_chel_r@rambler.ru
Y.A. Chelebaeva - Student, Department «Biomedical and Semiconductor Electronics», Ryazan State Radio Engineering University. E-mail: sergey_chel_r@rambler.ru

Investigation of the effect of the choice of activation functions of the performance of the multi-layer perceptron

W.A. Al-Haidri - Post-graduate Student, Department of Biomedical and Electronic Systems and Technology, Vladimir State University. 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. E-mail: Isakov-RV@mail.ru L.T. Sushkova - Dr.Sc.(Eng.), Professor, The Head of Biomedical and Electronic Systems and Technology Department, Vladimir State University. E-mail: ludm@vlsu.ru

Dynamic neural network model for the process of electrolytic plasma stripping of aluminide coating from nickel superalloy

M.V. Gorbatkov - Post-graduate Student, Department of Theoretical Basis of Electrical Engineering, Ufa State Aviation Technical University. E-mail: mikesg@mail.ru E.V. Parfenov - Dr.Sc. (Eng.), Professor, Department of Theoretical Basis of Electrical Engineering, Ufa State Aviation Technical University. E-mail: pev_us@yahoo.com S.V. Zhernakov - Dr.Sc. (Eng.), Professor, Head of the Department of Electronics and Biomedical Technologies, Ufa State Aviation Technical University E-mail: zhsviit@mail.ru R.R. Nevyantseva - Ph.D. (Chem.), Associate Professor, Department of General Chemistry, Ufa State Aviation Technical University E-mail: rrnev@mail.ru

Modeling of neural networks for time series prediction

A.N. Kolesenkov - Ph. D. (Eng.), Associate Professor, RGRTU. E-mail: kolesenkov.a.n@rsreu.ru Y.V. Konkin - Ph. D. (Eng.), Associate Professor, RGRTU. E-mail: konkin.j.v@evm.rsreu.ru

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 study of artifical neural networks in the problem personal identification by electrocardiosignals, registered CardioQVARK devices

R.V. Isakov - Ph.D. (Eng.), Associate Professor, Vladimir State University O.V. Suntsova - Project Coordinator, Hedical Profect CordioQvqrk (Moscow)

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

Development of model for detection of computer attacks based on the neural network

A.S. Shaburov - Ph.D. (Eng.), Associate Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: shans@at.pstu.ru

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

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

Prospects for the implementation of neural network technologies in radar information processing systems

E.V. Egorova¹, A.N. Rybakov², M.H. Aksyaitov³

1 MIREA – Moscow Technological University (Moscow, Russia)

2 FSUE «All-Russian Scientific Research Institute of Automation n. a. N.L. Dukhov» (Moscow, Russia)

3 JSC «Concern «Granit-Electron» (St.-Petersburg, 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)

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

Neural network synapses analysis technology for input features study

R.V. Isakov – Ph.D. (Eng.), Associate Professor, Department of Biomedical and Electronic Means and Technologies, Federal state budgetary Educational Institution of Higher Education «Vladimir State University named after A.G. and N.G. Stoletovs»

E-mail: Isakov-RV@mail.ru

Using of the neural network modular architecture for decision making in the diagnosis of myographic diseases

N. T. Abdullaev – Ph.D. (Eng.), Head of Department of Biomedical Engineering, Azerbaijan Technical University (Baku)

E-mail: a.namik46@mail.ru

K. Sh. Ismaylova – Ph.D. (Eng.), Associate Professor, Azerbaijan State University of Oil and Industry (Baku)

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

Methods of data analysis using artificial neural networks

M.V. Dobrina1

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

Methodology for forming a constructive basis for on-board radars of UAVs

A.S. Kuznetsov1, M.N. Ushkar2

1,2 Moscow Aviation Institute (National Research University) (Moscow, Russia)