Журнал «Радиотехника» | Издательство РАДИОТЕХНИКА

I.I. Snytkin - Federal State Institution «27 Central Research Institute» Ministry of Defense Russian Federation (Moscow). E-mail: djammell@mail.ru
T.I. Snytkin - Federal State Institution «27 Central Research Institute» Ministry of Defense Russian Federation (Moscow)

The recurrent neural network with managed synapses for handwriting recognition of coherent text

I.K. Belova - Ph.D.(Phys.-Math.), Associate professor, Chair - Software, information technologies, and applied mathematics?, Kaluga branch of the Bauman MSTU
E. O. Deriugina - Ph.D.(Eng.), Associate professor, Chair - Computer systems, complexes, and networks?, Kaluga branch of the Bauman MSTU

Synthesis of independent automatic machines of generating of optimum nonlinear recurrent sequences of the set duration

I.I. Snytkin - Dr.Sc. (Eng.), Professor, Branch of Military Communications Academy (Krasnodar). E-mail: djammell@mail.ru <> T.I. Snytkin - Federal State Institution «27 Central Research Institute», Ministry of Defense Russian Federation (Moscow)

Methods and synthesis of hardware of nonlinear recurrent sequences code dictionaries of the fixed duration generating

I. I. Snytkin - Dr.Sc. (Eng.), Professor, Branch of Military Communications Academy (Krasnodar). E-mail: djammell@mail.ru
T. I. Snytkin - Post-graduate Student, Federal State Institution «27 Central Research Institute» Ministry of Defense Russian Federation (Moscow)

Specificities of computer simulation of spiking recurrent neural networks

E.N. Benderskaya - Ph.D. (Eng.), St.-Petersburg State Polytechnical University. E-mail: helen.bend@gmail.com
K.V. Nikitin - Post-graduate Student, St.-Petersburg State Polytechnical University. E-mail: execiter@mail.ru

Theoretical basis of synthesis and research of multiplied nonlinear re-current sequences

I. I. Snytkin - Dr.Sc. (Eng.), Professor, Academician, Branch of MAC (Krasnodar). E-mail: timursnytkin@gmail БикЮ T. I. Snytkin - FSI «27 CSRI» (Moscow). E-mail: djammell@mail.ru

Research and evaluation of properties and characteristics of periodic autocorrelation functions two fold multiplied nonlinear recurrent sequences

I.I. Snytkin - Dr.Sc. (Eng.), Professor, Academic, Branch of MAC (Krasnodar). E-mail: timursnytkin@gmail.com
T.I. Snytkin - FSI «27 CSRI» (Moscow). E-mail: djammell@mail.ru

Optimization of language models based on recurrent neural networks with momentum

D. I. Ozornin - Post-graduate Student, Yandex LLC, Moscow. E-mail: denioz.25@gmail.com

Cross-correlation function and properties of multiplied nonlinear recurrent sequences

I.I. Snytkin - Dr.Sc. (Eng.), Professor, Branch of MAC (Krasnodar) E-mail: timursnytkin@gmail.com T.I. Snytkin - Senior Research Scientist, FSI «27 CSRI» (Moscow). E-mail: djammell@mail.ru

Development of elements of theory of third decisive scheme of the admission of multiplied nonlinear recurrent sequences

I.I. Snytkin - Dr. Sc. (Eng.), Professor, Academic, Branch of Military Academy of Signal Corps (Krasnodar). E-mail: timursnytkin@gmail.com T.I. Snytkin - 27 CRI of MoD RF (Moscow). E-mail: djammell@mail.ru

Comparison of recurrent fast acquisition algorithms in frequency hopping systems

B.V. Sultanov - Dr. Sc. (Eng.), Professor, Department «Information security of systems and technologies», Penza State University. E-mail: bv_sultanov@mail.ru N.B. Zhukova - Post-graduate Student, Engineer, Department «Information security of systems and technologies», Penza State University. E-mail: zhukova-nb@yandex.ru S.L. Zefirov - Ph. D. (Eng.), Associate Professor, Head of Department «Information security of systems and technologies», Penza State University. E-mail: sergeizefirov@mail.ru V.V. Doroshkevich - Assistant, Department «Information security of systems and technologies», Penza State University. E-mail: ibst@pnzgu.ru

Recurrent miscarriage from the standpoint of general biological principles of disease formation

O.N. Ivanitskaya - Ph.D. (Med.), Sonographer, Medical-Genetics Department, Moscow regions Research In-stitute of Obstetrics and Gynecology. E-mail: olniksa@gmail.com E.M. Demidova - Dr.Sc. (Med.), Professor, Obstetrician, LLC «Klinika na Petrovke», Moscow, Russia. E-mail: e.m.demidova@mail.ru M.B. Demidov - Student, Medical Institute Peoples' Friendship University of Russia, Moscow, Russia. E-mail: demidovmb@gmail.com L.A. Nikitina - Ph.D. (Med.), Research Scientist, Institute of Cell biology, Histology and Embryology, Medical University of Graz, Graz, Austria. E-mail: lunikit@gmail.com L.M. Samokhodskaya - Ph.D. (Med.), Associate Professor, Leading Research Scientist, Laboratory of Gene and Cell Technologies, Faculty of Fundamental Medicine, Moscow State University named after M.V. Lomonosov. E-mail: slm@fbm.msu.ru

Using recurrent neural networks for probabilistic classification of the processor architecture of executable files

A. A. Gladkikh¹, M. O. Komakhin², A. V. Simankov³, D. A. Uzenkov4

1, 2, 4 Department IU4 of Designing and Technology of Electronic Equipment, Bauman Moscow State Technical University (Moscow, Russia)

1–4 JSC “INFORION” (Moscow, Russia)

Algorithm for implementation of the «third decision scheme» of increasing the efficiency of search and synchronization of difficult broadband noise like signals

I.I. Snytkin1, T.I. Snytkin2

1 Krasnodar Higher Military Aviation School of Pilots (Krasnodar, Russia)

2 FSI «27 CSRI» (Moscow, Russia)

Recurrent relationships for reflection coefficients of electromagnetic wave potential representation modes in manylayered spherical environment excitation problem

S.A. Colichev1, N.S. Camalova2

1 Voronezh Aviation Engineering University (Voronezh, Russia),

2 Voronezh Forest Technical University (Voronezh, Russia),

ksa22111951.km@yandex.ru

Algorithm for implementation of the «third decision scheme» of increasing the efficiency of search and synchronization of difficult broadband noise like signals

I.I. Snytkin1, T.I. Snytkin2

1 Krasnodar Higher Military Aviation School of Pilots (Krasnodar, Russia),

2 FSI «27 CSRI» (Moscow, Russia)

djammell@mail.ru, timursnytkin@gmail.com

Method for implementation of the «third decision schema» of increasing the efficiency of search and synchronization of difficult broadband noise like signals

I.I. Snytkin1, T.I. Snytkin2

1 Krasnodar Higher Military Aviation School of Pilots (Krasnodar, Russia)

2 FSI «27 CSRI» (Moscow, Russia)

Technical solution «third decision schema» of increasing the efficiency of search and synchronization of difficult broadband noise like signals

I.I. Snytkin1, T.I. Snytkin2

1 Krasnodar Higher Military Aviation School of Pilots Named After the Hero of the Soviet Union A.K. Serov (Krasnodar, Russia)

2 FSI «27 CSRI» (Moscow, Russia)

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

Neural network methods for integral structure non-destructive testing

A. Yu. Viryasova – Master, Bauman Moscow State Technical University

E-mail: virnastya@yandex.ru

A. I. Vlasov – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: vlasovai@bmstu.ru

A. A. Gladkikh – Ph.D. (Eng.), Associate Professor, Department of Design and Production Technology of Electronics, Bauman Moscow State Technical University

E-mail: a.gladkikh@inforion.ru

Deep learning in medical diagnostics and control of the functions of the artificial respiration system

B.I. Ismailov1

1 Azerbaijan State University of Oil and Industry (Baku, Azerbaijan)

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)

Recurrent frequency estimation of sinusoidal signals

A.A. Skripkin1, V.A. Shcherbachev2

1,2 JSC «All-Russian Scientific Research Institute «Gradient» (Rostov-on-Don, Russia)

1 alexyscrypkin@rostov.ru, 2 vove64@mail.ru

Improvement of intelligent data processing methods for monitoring elements of transport infrastructure

M.A. Ludagovskaya1, N.A. Antonov2, M.A. Kabanov3, S.V. Chernomordov4

1 Russian University of Transport (MIIT) (Moscow, Russia)

2-4 Bunin Yelets State University (Yelets, Russia)

1 m.ludagovskaya@gmail.com; 2 nikolayantonov888@yandex.ru; 3 nicsor2010@yandex.ru; 4 chernomor96@list.ru

Improvement of intelligent data processing methods for monitoring elements of transport infrastructure

M.A. Ludagovskaya1, N.A. Antonov2, M.A. Kabanov3, S.V. Chernomordov4

1 Russian University of Transport (MIIT) (Moscow, Russia)

2-4 Bunin Yelets State University (Yelets, Russia)

1 m.ludagovskaya@gmail.com; 2 nikolayantonov888@yandex.ru; 3 nicsor2010@yandex.ru; 4 chernomor96@list.ru

Determination of railway switch state using a recurrent neural network classifier

V.A. Kanarsky1

1 Far Eastern State University of Railway Transport (Khabarovsk, Russia)

1 jizzierose@yahoo.com

Extrapolation of trajectories in radar images using recurrent neural networks

V.V. Dudihin1, E.A. Kuzina2, I.Y. Mezhuev3, S.A. Rylov4, I.Y. Yakupov5

1 Moscow State University (Moscow, Russia)
2,4,5 JSC Distant Radiocommunication Scientific Research Institute (Moscow, Russia)
3 Plekhanov Russian University of Economics (Moscow, Russia)
1 dudikhin@spa.msu.ru, 2 ekkuzina@npodr.ru, 3 Mezhuev.IY@rea.ru, 4 srylov@npodr.ru, 5 iyakupov@npodr.ru