Издательство РАДИОТЕХНИКА

R.G. Magdeev - post-graduate student of Ulyanovsk State Technical University. E-mail: radiktkd2@yandex.ru
A.G. Tashlinskii - Dr. Sci. (Eng.), Professor, head of Radio engineering department, Ulyanovsk State Technical University. E-mail: tag@ulstu.ru

Creating a mathematical model of pattern recognition in the сerebral сortex

M. P. Farkhadov - Dr. Sc. (Eng.), Head of Laboratory, V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: mais@ipu.ru A. V. Mikhailov - Ph.D. (Eng.), Senior Research Scientist, V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: alx_mikh@yahoo.com N. W. Petukhova - Senior Research Scientist, V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: nvpet@ipu.ru A. N. Abramenkov - V. A. Trapeznikov Institute of Control Sciences of Russian Academy of Sciences (Moscow). E-mail: aabramenkov@asmon.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

Bayesian approach to the solution of a problem of search of location of mobile objects in buildings and constructions

А. G. Moiseev - Head of Department, JSC «SIE «Rubin» (Penza). Е-mail: mail@npp-rubin.ru

Practical application of neural networks to protect information management systems critical facilities from DDOS-attacks

R.B. Rashevskiy - Student, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: roman@rashevskiy.com 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 impedance spectroscopy in gas sensors

F.S. Fedorov - Ph.D. (Eng.), Research Scientist, Saratov branch of Kotelnikov IRE RAS. E-mail: fyodorchem@yandex.ru A.S. Varezhnikov - Post-graduate Student, Yuri Gagarin State Technical University of Saratov V.V. Kolesnichenko - Master Student, Yuri Gagarin State Technical University of Saratov I.N. Burmistrov - Ph.D. (Chem.), Senior Research Scientist, Yuri Gagarin State Technical University of Saratov A.V. Gorokhovsky - Dr.Sc. (Chem.), Professor, Yuri Gagarin State Technical University of Saratov V.V. Sysoev - Dr.Sc. (Phys.-Math.), Professor, Yuri Gagarin State Technical University of Saratov

Application of fuzzy logic to object recognition of exploration and conditions of activity

S.V. Kruglikov - Dr.Sc. (Military), OJSC - AGAT - Control Systems - (Minsk, Republic of Belarus). E-mail: ankru-26@yandex.ru A.S. Hvisevich - Post-graduate Student, Military Academy of the Republic of Belarus (Minsk, Republic of Belarus)

Appraisal of capabilities of the camera as a means of measuring distances

K.Yu. Gavrilov - Dr.Sc. (Eng.), Director of Educational Research and Production Center (ERPC), Faculty of Flying Vehicles Radio Electronics, Moscow Aviation Institute (National Research Uneversity) E-mail: gvrk61@mail.ru Yu.V. Igonina - Design engineer, The branch of JSC Sukhoi Company «Sukhoi Design Bureau» (Moscow) E-mail: lorja@mail.ru O.N. Linnikov - Ph.D. (Eng.), Director of Research and Production Center «Designingradar systems», Faculty of Flying Vehicles Radio Electronics, Moscow Aviation Institute (National Research Uneversity) E-mail: olinmai@yandex.ru V.N. Trusov - Ph.D. (Eng.), Vice-Director of Research and Production Center «Designingradar systems», Faculty of Flying Vehicles Radio Electronics, Moscow Aviation Institute (National Research Uneversity) E-mail: tvn@radiytn.ru

Cascade classifiers application for solving character classification problem

E.A. Bobyleva - Post-graduate Student, «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: foxymoon@yandex.ru V.E. Drach - Ph. D. (Eng.), Associate Professor, Department «Design and manufacturing of electronic equipment», Kaluga branch of the Bauman MSTU E-mail: drach@bmstu-kaluga.ru A.V. Rodionov - Ph. D. (Eng.), Associate Professor, Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: andviro@gmail.com I.V. Chukhraev - Ph. D. (Eng.), Associate Professor, Head of Department «Computer systems and networks», Kaluga branch of the Bauman MSTU E-mail: igor.chukhraev@mail.ru

Methods for automatic assessment of the psychophysiological state of a person according to the parameters of electroencephalograms (review)

A.A. Nigrei – Post-graduate Student, Omsk State Transport University

E-mail: aa.nig@yandex.ru

S.S. Zhumazhanova – Post-graduate Student, Radio Engineering Faculty, Omsk State Technical University

E-mail: samal_shumashanova@mail.ru

A.E. Sulavko – Ph.D. (Eng.), Associate Professor, Department of Integrated Information Security; Senior Research Scientist, Omsk State Technical University E-mail: sulavich@mail.ru

Evaluation of dynamic systems using modal-linguistic analysis of multidimensional time series

D.M. Zhuk – Associate Professor,

Department «Systems of the Automated Designing», Bauman Moscow State Technical University

E-mail: zhuk@bmstu.ru

T.M. Volosatova – Associate Professor,

Department «Systems of the Automated Designing», Bauman Moscow State Technical University

E-mail: tamaravol@gmail.com

А.Yu. Spasenov – Assistant,

Department «Systems of the Automated Designing», Bauman Moscow State Technical University

E-mail: a.spasenov@bmstu.ru

K.V. Kucherov – Assistant,

Department «Computer systems and networks», Bauman Moscow State Technical University

Email: cvkucherov@yandex.ru

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)

Development of automatic image processing algorithms of locator sensors

A.Yu. Zilinberg – Ph.D.(Eng.), Associate Professor, Department of Radio Systems,

Saint-Petersburg State University of Aerospace Instrumentation

E-mail: uaz13@yandex.ru

A.Yu. Korneev – Research Scientist, Department of Radio Systems,

Saint-Petersburg State University of Aerospace Instrumentation

E-mail: prpo@mail.ru

Yu.A. Korneev – Ph.D.(Eng.), Senior Research Scientist, Associate Professor, Department of Radio Systems, Saint-Petersburg State University of Aerospace Instrumentation E-mail: prpo@yandex.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

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)

Functional transformations of images in neural networks

V.V. Kvashennikov1

1 Kaluga branch of Bauman Moscow State Technical University (Kaluga, Russia)

Some examples of practical application of neural networks: spheres and mechanism of work

S.V. Smirnov1

1 Trapeznikov Institute of Management Problems of RAS (Moscow, Russia)
1 sapr2006@bk.ru