Journals
Books
Articles by keyword Нейронная сеть
Using Neural Networks in the Financial Market
S. D. Kulik, A. V. Zhizhilev
Patented Neuronets Decisions
K. I. Tkachenko
Object Classification Using Normalization Filter and Fuzzy Neural Network
Stankevich L. A., Khoa N. D.
Patented Neuronets Decisions
K. I. Tkachenko
Using Neural Networks in the Financial Market
S. D. Kulik, A. V. Zhizhilev
Radar Recognition of Air Targets on the Basis of Neural Network Systems about Application of the Bayesian Approach
O.V. Vasilyev, R.A. Potapov, A.G. Sitnikov
The Neural Network for Harmonic Analyses of Discrete Signals in a Residue Number
A.A Smirnov, A.S. Smirnov, S.V. Kostornova, E.N. Shtreker
Model a Short-Circuited Slot Line in the Form of the Artificial Neural NetworK
P. Seidl, I. Taufer
Research of the Influence of Neural Network Topology on Simulation Accuracy of the Rotor Loads
A.M. Girfanov, S.A. Mikhailov
Psychological training on the base of a neuronet technology
L.S. Kuravsky, A.A. Margolis, G.A. Yuryev
Estimation of efficiency of technical systems with use of neural networks
S. D. Kulik, K. I. Tkachenko
One layer self-organized spiking neural network recognizing synchrony structure in input signal
M. V. Kiselev
Hybrid neural network for correction of errors «on fly» in the residue number system
N. I. Chervyakov, A. A. Yevdokimov, А. N. Golovko
The inverse-adaptive control diagram of the composite dynamic object
N. V. Sukhanov, A. V. Zajtsev, A. N. Nikishov, L. L. Talimanchuk, A. A. Oleynik
Neural network classifier designing for brain-computer interface
I. E. Shepelev, B. M. Vladimirskiy
Use of Neural Networks for Definition of Modulation Type
A. V. Kuzovnikov
Neural network with associative and fading memory as model of viscoelastic media
Yu.А. Basistov, Yu.G. Janovsky
Application of neuronetworking technologies in politics
L. N. Yasnitsky, F. M. Cherepanov
The modeling of area localized objects on the uniform background with the neural net usage
A. A. Sirota, E. V. Voronova
Meshless methods and their implementation in the radial-basis neural networks
V. I. Gorbachenko, E. V. Artyukhina
Using of the finite element method on compactly supported radial-basis neural networks
Yu. N. Zemskova
An automation of acute leukemia diagnostics using artificial neural networks
D. R. Khamatdinova, A. R. Ganeev, Z. R. Khamatdinova
Modelling of certain human factor aspects essential with relation to software development process
M. Ya. Rozenberg
Dynamic formation of radial-basis neural network structure
V. N. Vichugov, M. S. Sukhodoev, G. P. Tsapko
Comparison of the efficiency of recognition of images for the Bayes algorithm, correlation and modified Hopfield network
Yu. A. Basistov, Yu. G. Yanovsky
Management Information System Matching Devices Ring Phased Antennas Arras Decameter Range
A.A. Shilov, O.A.Belousov, N.A. Koltyukov
Bulev factorial analysis by means of attractor neural network and its some appendices
A. A. Frolov, D. Gusek, P. Yu. Polyakov
Productive development of generalising ability of multilayer perceptron
P. E. Khrustalyov
Software suit for human retina modeling based upon transneuronal interaction
M. V. Kostyukov, Yu. N. Pronkin
Mathematical modelling of electrolytic plasma treatment process using neural networks
E. V. Parfenov, A. R. Fatkullin, D. M. Lazarev, A. L. Yerokhin
Effective technique of classification flying objects
P. E. Khrustalyov
Decision two criterial optimization transport problem on the basis of dynamic Hopfield neural network
A.I. Loskutov, S.V. Sirota
Method of multicriteria optimization of the process of synthesizing test programmes for complex objects based on the dynamic neural network
A. I. Loskutov, S. V. Sirota, A. N. Sakulin
Use of heating of a band model for temperature mode control in the tower type lingering furnace
M. Yu. Ryabchikov, B. N. Parsunkin, S. M. Andreev, N. A. Golovko
Two level erosion-based clustering method for RBF networks training on incomplete data
V.V. Ayuyev
Increase of accuracy of approximation of the non-stationary data linear neural network by a cortege-method of training set
E.A. Samoilin, V.M. Chelakhov
Convergence of weights of a two-layer linear neural network at construction of optimum linear estimations of casual vectors
A. A. Sirota, E. Yu. Mitrofanova
Modelling of Interaction Electromagnetic Signal with the Oscillatory Neural Network on the Base of Applying of the Frequency Spectra Vibrations of Live Neurons
V. G. Spitsyn
The design of the neurocontroller of managements reactor installation of hydrogenation of butanol on the basis of the method of fuzzy logic
A. I. Koldaev, L. B. Kopytkova, I. N. Lavrinenko
Research in artificial neural networks the role of temporal parameters of inhibition in the local synchronization of activity in the cortex
V. G. Marchenko, K. A. Saltykov
Fuzzy neural network forecasting condition highway
D. A. Skorobogatchenko
Neuroinformation system for managing exploitation highway
D. A. Skorobogatchenko
Research of neuro-fuzzy control system survivability of reactor installations for butanol hydrogenation
A. I. Koldaev, L. B. Kopytkova, A. N. Lavrinenko, M. M. Pogosov, A. V. Gladkov
Modular wavelet transform in the neural
N. I. Chervyakov, P. A. Lyakhov
Application of artificial neural networks in the tasks of fault detection in the behaviour of complex dynamic objects
D. M. Klionskiy., A. K. Bolshev
Structural analogs and the general laws of quantum neural networks and genetic mitochondrial matrix of human and vertebrate
I. V. Stepanian, V. D. Tsigankov
Research in artificial neural networks the role of temporal parameters of inhibition in the local synchronization of activity in the cortex
V. G. Marchenko, E. D. Bark, K. A. Saltykov
Nonpositional specialized processors synthesis for realization of artificial neutral networks used in the automated control systems
V.V. Vasetsky
Neuronet models with hierarchical space of informative signs for segmentation of badly structured images
R.A. Tomakova, A.A. Maslak, N.A. Shvetsova
Classifying of Aircraft Trajectories using Artificial Intelligence Methods
V.I. Goncharenko
Eye diseases diagnosis by perimeter data research using complex-valued neural networks
A.A. Rozhentsov, A.S. Naumov, A.A. Bayev
Arrhythmia recognition using artificial neural networks
N.A. Al-khulaidi, R.V. Isakov, L.T. Sushkova
Implementation of FIR filters in the residue number system
N.I. Chervyakov, P.A. Lyakhov
Results of neural networks research in the tasks of heart rate variability recognition
N.A. Al-Khulaidi, R.V. Isakov, L.T. Sushkova
Real-time video hand recognition using SURF descriptors and neural network
T.T. Nguyen, V.G. Spitsyn
Construction of neural networks for classification of points of linear planes complexes of A5 and A6 types
A.N. Makoha, T.E. Tyshlyar
Building of identification device of motorized objects wheeled and tracked vehicles in the millimeter wavelength range
V.V. Glazkov
The possibility of using some of the characteristics of self-synchronization to identify clusters in the oscillator neural network with chaotic dynamics
E.N. Benderskaya
Neurocontroller-building technique of airconditioning system management in hardware containers based on fuzzy logic
A.V. Terentyeva
Homeostatic neuronet
Y.V. Albegov, D.V. Butenko. L.N. Butenko
The neuronetwork qualifier of process of biosynthesis on extent of limitation by the substratum
A. Volodin, E.V. Lubentcova, A.A. Evdokimov, V.F. Lubentcov
Majority scheme of checking and diagnosing aeroengine control channel with use of neural networks and fuzzy logic
V.I. Vasilyev, A.S. Makarov
The creation of the fuzzy cognitive maps and artificial neural network in cloud computing system for an assessment of information risks
I.V. Mashkina, A.U. Sentsovа, E.S. Stepanova
Neural network algorithms for information processing in the problems of engineering oil production company network diagnosis
А.M. Vulfin, A.I. Frid
The method for calculating position leak into the pipeline based on neural networks
А.G. Lutov, A.F. Bulatov
Expansion of picture archiving and communication system - PACS by SOA technology
H.K. Huang
The neuronetwork qualifier of process of biosynthesis on extent of limitation by the substratum
А.A. Volodin, E.V. Lubentcova, A.A. Evdokimov, V.F. Lubentcov
Neurocomputing in its convergent technologies - practice and humanitarian implications
S.V. Leshchev
Synthesis of adaptive systems for control of dynamic objects on the basis of the neural network
V.E. Bolnokin, Phan Thanh Tung, Nguyen Quang Hieu, Bui Thanh Nam
Investigation of coding outputs of artificial neural networks for classification of heart rate variability
N.A. Al-khulaidi, R.V. Isakov, L.T. Sushkova
Correlation analysis in signals classification systems
N.P. Filimonov, T.N. Bodikova
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
Automobile plate number items neural based recognition methodology
I.V. Vinokurov - Ph.D. (Eng.), Associate professor, Chair "Computer systems and networks", Kaluga branch of the Bauman MSTU
Bi-process neural network pulse for data stream handling
M.V. Shcherbakov - Ph.D. (Eng.), Assistant Professor, Department of Computer-aided design and exploratory design, State Educational Institution «Volgograd Technical University». E-mail: maxim.shcherbakov@vstu.ru
D.A. Skorobogatchenko - D.Sc. (Eng.), Assistant Professor, Department of of Economics and Management of road services, State Educational Institution «Volgograd State University of Architecture and Civil Engineering». E-mail: Skor2004@rambler.ru
Tran Hung Anh - Master of Engineering and Technology, State Educational Institution «Volgograd Technical University». E-mail: Hunganh.tr@gmail.com
N.L. Shcherbakova - Ph.D. (Eng.), Assistant Professor, Department of experimental physicist, State Educational Institution «Volgograd Technical University». E-mail: natalia.shchrbakova@gmail.com
Self-routing analog-digital converter based on two-layer neural network
A. I. Posyagin - Assisistant, Perm National Research Polytechnic University. E-mail: akafenix@mail.ru
A. A. Yuzhakov - Ph.D. (Eng.), Professor, Head of Department, Perm National Research Polytechnic University
The solution of problem of identification of nonlinear discrete stationary dynamic object identification by use a multilayer neural network (MLNN)
R. A. Fayzrakhmanov - Dr.Sc. (Econ.), Professor, Head of Department, Perm National Research Polytechnic University
I. N. Lipatov - Ph.D. (Eng.), Associate Professor, Perm National Research Polytechnic University
Е. V. Dolgova - Dr.Sc. (Econ.), Professor, Head of Department, Perm National Research Polytechnic University
Probabilistic standardization of experimental data using artificial neural networks
A.N. Iusupov - Ph.D. (Biol.), Wellness Foundation (St. Petersburg)
Analysis of a spiking recurrent neural network as a part of the liquid state machine
E. N. Benderskaya - Ph.D. (Eng.), Associate Professor, Department Computer Systems and Software Technologies, St.-Petersburg State Polytechnical University. E-mail: helen.bend@gmail.com
K. V. Nikitin - Post-graduate Student, Department Computer Systems and Software Technologies, St.-Petersburg State Polytechnical University. E-mail: execiter@mail.ru
Peculiarities of creation and training of the neural network direction finder
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
Method of the neural network assessments reproduction in determining the linear dependency parameters containing normal and non-stationary noise
Е. А. Samoylin - Dr.Sc. (Eng.), Professor, Military educational-scientific center of air forces «Military air academy professor N.E. Zhukovskiy and Yu.A. Gagarin». E-mail: es977@mail.ru
М. А. Pantuyhin - head of Department of the research center, Military educational-scientific center of air forces «Military air academy professor N.E. Zhukovskiy and Yu.A. Gagarin». E-mail: ol-max@mail.ru
Classification and generation of images with a hierarchically connected neural network
Diane Sekou Abdel Kader - Post-graduate Student, Assistant, HVE Department of Control Engineering, Moscow State Institute of Radio Engineering, Electronics and Automation. E-mail: sekoudiane1990@gmail.com
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
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
Combined algorithm for Boolean Factor Analysis based on neural network and likelihood maximization approaches
А. А. Frolov - Dr.Sc. (Eng.), Professor, Head of Laboratory, Institute of Higher Nervous Activity and Neurophysiology of RAS
D. Husek - Ph.D. (Eng.), Senior Research Scientist, Institute of Computer, Academy of Sciences, Prague, (Czech Republic)
P.Yu. Polyakov - Technical University of Ottawa (Czech Republic)
Neural spaсe-time model of соntrol object-s motion
V. K. Abrosimov - Dr.Sc. (Eng.), Associate Professor, Moscow Aviation Institute (National Research University). E-mail: avk787@hotmail.com
Predicting worker-s incidence indicators using a trained neural network and the interface module, developed in the programming environment Delphi 7
V. M. Belenkiy - Ph.D. (Eng.), Senior Lecturer, Information Technologies Departament, Moscow State University of Technologies and Control (MGUTU) named after K. G. Razumovskiy. E-mail: av35740@akado.ru
V. G. Spiridonov - Post-graduate Student, Moscow State University of Technologies and Control (MGUTU) named after K. G. Razumovskiy. E-mail: ace1987@mail.ru
Complexity of the structure of a neuron as an obstacle to the modeling of cognitive processes
E. A. Yankovskaya - Ph.D. (Eng.), Assistant Professor, Department of Social Sciences and Technologies of National University of Science and Technology «MISIS». E-mail: altertum@gmail.com
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
Standardization of indicators of quality of products cognitive technologies
S.S. Antsyferov - Dr.Sc. (Eng.), Professor, MGTU MIREA. E-mail: Antsyfer@yandex.ru
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
Development of pseudorandom number generators on the elliptic curve points based on modular neural networks
N.I. Chervyakov - Dr.Sc. (Eng.), Professor, Head of the Department of Applied Mathematics and Mathematical Modeling, North-Caucasus Federal University, Stavropol, Russia. E-mail: k-fmf-primath@stavsu.ru
M.G. Babenko - Ph.D. (Phys.-Math.), Associate Professor, Department of Applied Mathematics and Mathematical Modeling, North-Caucasus Federal University, Stavropol, Russia. E-mail: whbear@yandex.ru
A.A. Kolyada - Dr.Sc. (Phys.-Math.), Associate Professor, Main Research Scientist, Laboratory of Specialized Computer Systems, A.N. Sevchenko Institute of Applied Physical Problems of Belarusian State University, Minsk, Belarus. E-mail: razan@tut.by
A.V. Lavrinenko - Engineer, Department of Applied Mathematics and Mathematical Modeling, North-Caucasus Federal University, Stavropol, Russia. E-mail: k-fmf-primath@stavsu.ru
Multiagent systems of classification on the basis of nonlinear models of impedance in bioactive points
R.A. Tomakova - Dr.Sc. (Eng.), Professor, Southwest State University
Mohammed Ali Awad - Post-graduate Student, Southwest State University
L.V. Pleckanos - Ph.D. (Eng.), Associate Professor, Southwest State University
A categorical-informational approach to the value prediction problem
G. V. Kondratiev - Dr.Sc. (Phys.-Math.), Professor, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev, E-mail: gennadii.kondratiev@gmail.com
Neural-network methods of piecewise-regular object recognition
А. V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics (N. Novgorod); Doctoral-candidate, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: avsavchenko@hse.ru
V. R. Milov - Dr.Sc. (Eng.), Professor, Head of Department «Electronics and Computer Networks», Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com
Hierarchical system of intellectual analysis and recognition of audio and video objects
А. V. Savchenko - Ph.D. (Eng.), Associate Professor, National Research University Higher School of Economics (N. Novgorod); Doctoral-candidate, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: avsavchenko@hse.ru
V. R. Milov - Dr.Sc. (Eng.), Professor, Head of Department «Electronics and Computer Networks», Nizhniy Novgorod State Technical University n.a. R.E. Alekseev. E-mail: vladimir.milov@gmail.com
New approach to modeling knowledge through molinga
G. B. Bronfeld - Ph.D. (Eng.), Associate Professor, Nizhniy Novgorod State Technical University n.a. R.E. Alekseev
Application of neural networks for security information and control systems of critical objects
А. S. Shaburov - Ph.D. (Eng.), Associate Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University E-mail: shans@at.pstu.ru R. B. Rashevskiy - Student, Perm National Research Polytechnic University E-mail: roman@rashevskiy.com
Inside structure main neuron in self-routing analog-digital converter based on neural network
А. I. Posyagin - Assistant, Department of Automation and Telemechanics, Perm National Research Polytechnic University E-mail: posyagin.anton@gmail.com А. А. Yuzhakov - Dr.Sc. (Eng.), Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University
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
Using neural networks to estimate the level of wetlands on basis of remote sensing data
A.D. Varlamov - Ph.D. (Eng.), Vladimir State University named after Alexander and Nikolay Stoletovs. E-mail: varlamov_aleks@mail.ru R.V. Sharapov - Ph.D. (Eng.), Vladimir State University named after Alexander and Nikolay Stoletovs. E-mail: info@vanta.ru
Use of a priori information about location of face objects to calculate biometrical face features by neural network
A.D. Varlamov - Ph.D. (Eng.), Vladimir State University named after Alexander and Nikolay Stoletovs. E-mail: varlamov_aleks@mail.r
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
Neural network modeling of the stress-deformation behavior of viscoelastic media
Yu.A. Basistov - Ph. D. (Phys.-Math.), Senior Research Scientist, Institute of Applied Mechanics RAS (Moscow). E-mail: yuabas@mail.ru Yu.G. Yanovsky - Dr. Sc. (Eng.), Professor, Institute of Applied Mechanics RAS (Moscow). E-mail: iam@iam.ras.ru
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
The macromodeling algorithms for complex nonlinear electronic systems
V.N. Lantsov - Dr.Sc.(Eng.), Professor, Vladimir State University named after A.&N. Stoletovs. E-mail: lant-sov@vlsu.ru A.A. Dolinina - Post-graduate student, Vladimir State University named after A.&N. Stoletovs. E-mail: Nas-tya.doly@gmail.com A.V. Pankratov - Post-graduate student, Vladimir State University named after A.&N. Stoletovs. E-mail: Aleksey112358@gmail.com
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
Neural networks - a tool for mining of new knowledge: progress, problems and prospects
L.N. Yasnitsky - Professor, Department of Applied Mathematics and Computer Science, Perm State National Research University. E-mail: yasn@psu.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
Construction of system features for speech recognition neural network based
A.M. Potapenko - Ph. D. (Eng.), Professor, Senior Researcher, Head of the Chair of the Pulpit Protection to Information and Communications Network, South-West State University (Kursk). E-mail: pam1952@mail.ru I.S. Nadeina - Student, Chair of the Pulpit Protection to Information and Communications Network, South-West State University (Kursk). E-mail: nadeina.irina2013@yandex.ru
Rise of firmness of cipher application of neural network block
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 A.Y. Zakharina - Master, Department of Protection of Information and Communications Systems, South-West State University (Kursk). E-mail: sasha_star@inbox.ru N.S. Ualiyev - Ph.D. (Phys.-Math), Associate Professor, Chair of Information Technology of Zhetysu State University named after Ilyas Zhansugurov (Zheltoksan, Kazakhstan). E-mail: n.ualiyev@gmail.com
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
Basic measuring neuron structure of self-routing analog-to-digital converter
A.F. Vasbieva - Student, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: albina.vasbieva@gmail.com L.M. Oniskiva - Ph.D. (Eng.), Associate Professor, Department of Applied Mathematics, Perm National Research Polytechnic University. E-mail: oniskivf@gmail.com A.I. Posyagin - Assistant, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: posyagin.anton@gmail.com A.A. Yuzhakov - Dr.Sc. (Eng.), Professor, Head of a Department of Automation and Telemechanics, Perm National Research Polytechnic University
Algorithm of quadrotor vehicle control based on neural network for typical trajectories
V.Е. Pavlovsky - Dr.Sc. (Phys.-Math.), Professor, Chief Research Scientist, Keldysh Institute of Applied Mathematics of RAS (Moscow). E-mail: vlpavl@mail.ru A.V. Savitskiy - Post-graduate Student, Lomonosov Moscow State University. E-mail: as@ttorr.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
Neural network imitation model of self-routing analog-to-digital converter functional analize
A.V. Eltishev - Student, Department of Automation and Telemechanics, Perm National Research Polytechnic University А.I. Posyagin - Assistant, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: posyagin.anton@gmail.com А.А. Yuzhakov - Dr.Sc. (Eng.), Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University
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
Neuro mathematician modification of the simulated annealing and the gradient descent algorithms
E.A. Voronin - Dr.Sc. (Eng.), Leading Researcher, FIC of Informatics and Management Sciences (Moscow). E-mail: e.voronin1@gmail.com D.N. Zakharov - Ph.D. (Eng.), Leading Researcher, FIC of Informatics and Management Sciences (Moscow). E-mail: zaharov.dmitrii@gmail.com
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
Method of constructive synthesis of planar transmitting active phased array antenna on basis of the neural network approach
A. A. Bezuglov - Head of group, Federal Research and Production Centre «Rostov-on-Don Research Radiocommunication Institute». E-mail: haldir_7@mail.ru S. E. Mishchenko - Dr.Sc. (Eng.), Professor, Leading Research Scientist, Federal Research and Production Centre «Rostov-on-Don Re-search Radiocommunication Institute». E-mail: mihome@yandex.ru V. V. Shatsky - Ph.D. (Eng.), Senior Research Scientist, Federal Research and Production Centre «Rostov-on-Don Research Radiocommunication Institute». E-mail: VshatsV@yandex.ru
Expert system for marine safety estimation based on neural fuzzy logic network
V.M. Grinyak - Ph. D. (Eng.), Associate Professor, Far Eastern Federal University (FEFU) (Vladivostok). E-mail: viktor.grinyak@vvsu.ru A.S. Devyatisilny - Dr. Sc. (Eng.), Senior Research Scientist, Institute of automation and control processes (IACP) FEBRAS (Vladivostok). E-mail: devyatis@iacp.dvo.ru
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)
Neural network approach to the system implementation symbol synchronization telemetry means
A.I.Loskutov - Ph.D., Head of Department of telemetry systems and integrated information processing, Military Space Academy named after A.F. Mozhaysky (St.Peterburg). E-mail: rujenz@mail.ru A.J. Rashhupkin - Applicant, Department of telemetry systems and integrated information processing, Military Space Academy named after A.F. Mozhaysky (St.Peterburg). E-mail: raschupkin@yandex.ru A.S. Dunikov - Post-Graduate Student, Department of telemetry systems and integrated information processing, Military Space Academy named after A.F. Mozhaysky (St.Peterburg). E-mail: artem.sever1@yandex.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 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
The hardware implementation of neural network adaptive control system
A.A. Zhdanov - Dr.Sc. (Phis.-Math.), Professor, JSC Institute of Precision Mechanics and Computer Engineering named by S.A. Lebedev (Moscow). E-mail: a.zhdanov@mail.ru N.B. Preobrazhensky - Ph.D. (Eng.), Senior Research Scientist, JSC Institute of Precision Mechanics and Computer Engineering named after S.A. Lebedev (Moscow). E-mail: nbp@mail.ru Yu.A. Kholopov - Lead Engineer, JSC Institute of Precision Mechanics and Computer Engineering named after S.A. Lebedev (Moscow). E-mail: hol_it_m@mail.ru I.V. Stepanian - Dr.Sc. (Biol.), Ph.D. (Eng.), Leading Research Scientist, Laboratory of biodynamics, Institute for Machine Science named by A.A. Blagonravov of the RAS, Leading Research Scientist, Moscow State Сonservatory named by P.I. Chaikovsky (Moscow). E-mail: neurocomp.pro@gmail.com Nguyen Huu Chung - M.Sc., Moscow Institute of Physics and Technology
The comparison of neural network CMAC and multilayer neural network in the task of detection of DoS attacks
Thi Trang Linh Le - Post-graduate Student, Department IIST FREC, Moscow Institute of Physics and Technology (State University). E-mail: tranglinh2011@gmail.com
Fuzzy decision tree and multilayer neural network for digital modulation recognition
Dam Van Nhich - Post-graduate Student, Department IIST FREC, Moscow Institute of Physics and Technology (State University). E-mail: damvan.nhich@gmail.com
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
The comparative analysis of the neural network simulation and analytical models of the self-routing analog-to-digital converter realized in simulation tool of anylogic
A.V. Eltishev - Student, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: eltysheval322@gmail.com L.M. Oniskiva - Ph.D. (Eng.), Associate Professor, Department of Applied Mathematic, Perm National Research Polytechnic University. E-mail: oniskivf@gmail.com A.I. Posyagin - Assistant, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: posyagin.anton@gmail.com A.A. Yuzhakov - Dr.Sc. (Eng.), Professor, Head of Department of Automation and Telemechanics, Perm National Research Polytechnic University
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
Intelligent control systems indoor climate
A.A. Baydarov - Ph.D. (Eng.), Associate Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: cchp@bk.ru A.A. Yuzhakov - Dr.Sc. (Eng.), Professor, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: uz@at.pstu.ru A.A. Loskutov - Post-graduate Student, Department of Automation and Telemechanics, Perm National Research Polytechnic University. E-mail: aaloskutov@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
Mathematical modelling and prognozing of safety labor parameters based on real statistic data
V.M. Belenkiy - Dr.Sc. (Eng.), Chief Research Scientist, State Academy of Fire Security, Ministry of Emergency Situations of Russian Federation Y.V. Prus - Dr.Sc. (Phys.-Math.), Professor, State Academy of Fire Security, Ministry of Emergency Situations of Russian Federation V.G. Spiridonov - Post-Graduate Student, State Academy of Fire Security, Ministry of Emergency Situations of Russian Federation
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
Development of a new method for computing modular multiplication in the residue number system
N.I. Chervyakov - Dr.Sc. (Eng.), Professor, Head of Department of the Applied Mathematics and Mathematical Modeling, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: k-fmf-primath@stavsu.ru M.G. Babenko - Ph.D. (Phys.-Math.), Associate Professor, Department of the Applied Mathematics and Mathematical Modeling, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: k-fmf-primath@stavsu.ru A.N. Tchernykh - PhD, Full Professor in the Computer Science Department, Head of the Parallel Computing Laboratory in CICESE Research Center, Ensenada, Baja California, Mexico E-mail: chernykh@cicese.mx V.A. Kuchukov - Post-graduate Student, Department of Applied Mathematics and Mathematical Modeling, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: viktor-kuchukov@yandex.ru M.A. Deryabin - Lecturer Assistant, Department of Applied Mathematics and Mathematical Modeling; Junior Research Scientist, Laboratory of Mathematical Modeling and Theoretical-Numeric Systems, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: maderiabin@ncfu.ru N.N. Kuchukova - Post-graduate Student, Department of Applied Mathematics and Mathematical Modeling, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: knn.storage@yandex.ru
Self-leaning radiovision as a basis of standalone stationary digital radars paradigm
  1. L.V. Savkin - Expert of scientific department, NIO-1, PJSC «Radiofizika» (Moscow) E-mail: solaris.rafo@gmail.com
Neural network model and numerical method for determining a volume fraction of firm particles in powder material
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
Increasing efficiency of using FPGA resources for implementation neural networks
T.E. Mikhailyuk - Post-graduate Student, Ufa State Aviation Technical University E-mail: realotoim@mail.ru S.V. Zhernakov - Dr.Sc. (Eng.), Professor, Ufa State Aviation Technical University E-mail: zhsviit@mail.ru
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
Neural network equalizer with learning in a multipath channel
D.R. Valiullin - Post-graduate Student, Faculty of Physics M.V. Lomonosov Moscow State University E-mail: vdr91@mail.ru P.N. Zakharov - Ph.D. (Phys.-Math.), Associate Professor, Faculty of Physics M.V. Lomonosov Moscow State University E-mail: zakharov1@mail.ru
Convolutional neural network architecture using computations in residue number system with specific module set
N.I. Chervyakov - Dr.Sc. (Eng.), Professor, Head of Department of the Applied Mathematics and Mathematical Modeling, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: k-fmf-primath@stavsu.ru P.A. Lyakhov - Ph. D. (Phis.-Math.), Assistant Professor, Department of the Applied Mathematics and Mathematical Modeling, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: ljahov@mail.ru D.I. Kalita - Post-graduate Student, Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: diana.kalita@mail.ru M.V. Valueva - Master Student in «Applied Mathematics and Informatics», Institute of Mathematics and Natural Sciences, North Caucasus Federal University (Stavropol) E-mail: mriya.valueva@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)
Deep learning for BCI application
F.V. Stankevich - Post-graduate Student, Tomsk Polytechnical University E-mail: stankevichfv@tpu.ru V.G. Spitsyn - Dr.Sc. (Eng.), Professor, Tomsk Polytechnical University E-mail: spvg@tpu.ru
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)
Logic gate neural network model and its learning algorithm
T.E. Mikhailyuk - Post-graduate Student, Deptartment of Electronics and Biomedical Technology, Ufa State Aviation Technical University (UGATU) E-mail: realotoim@mail.ru S.V. Zhernakov - Dr.Sc. (Eng.), Professor, Head of Deptment of Electronics and Biomedical Technology, Ufa State Aviation Technical University E-mail: zhsviit@mail.ru
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
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
Method for selecting receptive field of convolutional neural network
O.I. Garanin - Post-graduate Student, National research university "MPEI" (Moscow) E-mail: hedgehog91@mail.ru
Application of various optimization methods in calculating the error of a neural network for diagnosing parasitological diseases of the gastrointestinal tract

N.T. Abdullaev¹, U.N. Musevi², K.S. Pashaeva³

  1. Azerbaijan Technical University (Baku, Azerbaijan) 
  2. Azerbaijan State University of Oil and Industry (Baku, Azerbaijan) 
  3. Baku Higher Oil School (Baku, Azerbaijan)
Comparative analysis of algorithms of automatic classification of coordinate information in multiposition radio systems on the basis of the self-organized neural network and method of average shift

E.A. Kirsanov¹, V.A. Tatarintsev²

1-2 MESC AF «N.E. Zhukovsky and Y.A. Gagarin Air Force Academy»

Substantiation of selection and dimension reduction of non-centered informative features of signals in information systems of short-range location

V.K. Khokhlov¹, V.V. Glazkov², A.K. Likhoedenko³

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

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

An overview of intellectual methods of controlling innovative scientific and technical projects

E.N. Gorlacheva¹, N.P. Goncharova²

1,2 Bauman Moscow State Technical University (Moscow, Russia), 

  1 gorlacheva@yandex.ru, 2 nataly.gonn79@gmail.com

Model of a neural network adaptive system for a digital control loop of an electric drive

O.V. Nepomnyashchiy, A.V. Tarasov, Yu.V. Krasnobaev, V.N. Khaidukova, D.O. Nepomnyashchiy

Siberian Federal University (Krasnoyarsk Russia)

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)

Adaptive of the power control system of the family of mobile onboard computer systems

N.A. Borsuk – Ph.D.(Eng.), Associate Professor,  Department «Information Systems and Networks», Kaluga branch of the Bauman MSTU

E-mail: borsuk.65@yandex.ru

E.O. Deryugina – Ph.D.(Eng.), Associate Professor,  Department «Information Systems and Networks», Kaluga branch of the Bauman MSTU

E-mail: syvorova_eo@mail.ru

S.M. Latsin – Student,  Department «Information Systems and Networks», Kaluga branch of the Bauman MSTU E-mail: semen.vagon@mail.ru

Ya.V. Ryabtsev – Design Engineer,  Department of Innovation Projecting, JSC «Typhoon» (Kaluga) E-mail: YaroslavRyabtsev@yandex.ru

Training of the U-Net architecture based convolutional neural network, using minimum resources

I.S. Demin – Master Student, 

Department «Computer software, Information Technologies», Kaluga branch of the Bauman MSTU Е-mail: dantlou@mail.com

Yu.S. Belov – Ph.D.(Phys.-Math.), Associate Professor, 

Department «Computer software, Information Technologies», Kaluga branch of the Bauman MSTU Е-mail: ybs82@mail.com

I.V. Chukhraev – Ph.D.(Eng.), Associate Professor, Head of Department «Information Systems and Networks»,  Kaluga branch of the Bauman MSTU E-mail: chukhraev@bmstu-kaluga.ru

Methods of automated hyperparameters tuning of a convolutional neural network

O.N. Cheremisinova, V.S. Rostovtsev

Vyatka State University (Kirov, Russia)

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)

Construction of neural networks of various types using parabolic integrodifferential splines as activation functions

T.K. Biryukova – Ph.D.(Phys.-Math.), Senior Research Scientist, SPIN-code: 4318-5250 

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)

Knowledge distillation of convolutional neural network models on inaccurately labeled data for automatic text CAPTCHA recognition on mobile devices

V.I. Terekhov1, D.O. Ishkov2

1–3 Bauman Moscow State Technical University (Moscow, 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)

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

Development of neural network algorithm for emotion recognition on facial image

O.A. Stepanova – Post-graduate Student, Infocommunication and Radiophysics Department, 

P.G. Demidov Yaroslavl State University E-mail: olga1stepanova@yandex.ru

L.I. Ivanovsky – Post-graduate Student, Computer Network Department, 

P.G. Demidov Yaroslavl State University E-mail: leonel-unknown@yandex.ru

V.V. Khryashchev – Ph.D. (Eng.), Infocommunication and Radiophysics Department,  P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.L. Priorov – Dr.Sc. (Eng.), Infocommunication and Radiophysics Department, 

P.G. Demidov Yaroslavl State University

E-mail: andcat@yandex.ru

Application of the algorithm for detecting objects using interactively defined color and texture attributes for recognizing traffic signs on the video stream

A.S. Maksimovskiy – Post-graduate Student, P.G. Demidov Yaroslavl State University

E-mail: maxal9999@mail.ru

A.L. Priorov – Dr.Sc (Eng.), Associate Professor, P.G. Demidov Yaroslavl State University E-mail: andcat@yandex.ru

Yu.A. Bryukhanov – Dr.Sc (Eng.), Professor, P.G. Demidov Yaroslavl State University E-mail: bruhanov@uniyar.ac.ru

Experimental performance estimation of adaptive neural network equalizer with regularization in multipath channels

D.R. Valiullin – Engineer-Programmer, Microwave Electronics LLC (Moscow)

E-mail: vdr91@mail.ru

P.N. Zakharov – Ph.D. (Phys.-Math.), Associate Professor, Faculty of Physics M.V.Lomonosov Moscow State University E-mail: zakharov1@mail.ru

N.N. Sysoev – Dr.Sc. (Phys.-Math.), Professor, Faculty of Physics M.V.Lomonosov Moscow State University E-mail: nn.sysoev@physics.msu.ru

А.N. Frolov – Deputy Technical Director, JSC «SPE «Radiosvyaz» (Krasnoyarsk)

E-mail: engineer_f@mail.ru

R.G. Galeev – Dr.Sc. (Eng.), General Director, JSC «SPE «Radiosvyaz» (Krasnoyarsk) E-mail: KRTZ@mail.ru

-

Э.А. Кирсанов – д.т.н., доцент, начальник кафедры, ВУНЦ ВВС «ВВА» (г. Воронеж) E-mail: ekir74@mail.ru

С.А. Колесников – адъюнкт, ВУНЦ ВВС «ВВА» (г. Воронеж) E-mail: kolesnikov_2004@mail.ru

-

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

 

Application of the neural network approach in the control sys-tem of a complex dynamic object

A.V. Shilonosov1, N.V. Sukhanov2

1 VA RVSN (Balashikha, Russia), 2 GosNIIAS (Moscow, Russia)
 

Substantiation of selection and dimension reduction of non-centered informative features of signals in information systems of short-range location

V.K. Khokhlov – Dr.Sc. (Eng.), Professor, 

Bauman Moscow State Technical University

E-mail: valerykhokhlov@bmstu.ru

V.V. Glazkov – Ph.D. (Eng.), Associate Professor, 

Bauman Moscow State Technical University

E-mail: glazkovv@bmstu.ru

A.K. Likhoedenko – Assistent, 

Bauman Moscow State Technical University

E-mail: likhoedenkoak@bmstu.ru

Neural network method for microwave holograms reconstruction

Vladimir V. Razevig, Aleksandr I. Ivashov, Aleksandr S. Bugaev

 Bauman Moscow State Technical University (Moscow, Russia), Moscow Institute of Physics and Technology (State University) (Moscow, Russia)

 vrazevig@rslab.ru

Neural network realisation of algorithm of estimation of co-ordinates of source of radio emission by goniometric multiitem radio system in three-dimensional space

E.A. Kirsanov – Dr. Sc. (Eng.), Associate Professor, Head of Department, 

MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh)

E-mail: ekir74@mail.ru

S.A. Kolesnikov – Post-graduate Student, MESC «Zhukovsky–Gagarin Air Force Academy» (Voronezh) E-mail: kolesnikov_2004@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)

Using a neural network to select methods for predicting time series in a hybrid combined model

D.V. Yashin – Post-graduate Student, Ulyanovsk State Technical University

E-mail: dv.yashin@yandex.ru

E.N. Egov – Assistant, Ulyanovsk State Technical University E-mail: e.egov@ulstu.ru

Application of convolutional neural networks for detection and recognition of artificial space and ground objects

V.A. Pavlov – Leading Engineer, 

Higher School of Applied Physics and Space Technologies of Peter The Great St. Petersburg Polytechnic University E-mail: pavlov_va@spbstu.ru

Face image biometric verification algorithm based on deep convolution neural network

V.V. Khryashchev – Ph. D. (Eng.), Associate Professor of Department of Infocommunication and Radiophysics, P.G. Demidov Yaroslavl State University

E-mail: vhr@yandex.ru

A.A. Lebedev – Master of Department of Infocommunication and Radiophysics, 

P.G. Demidov Yaroslavl State University

E-mail: lebedevdes@gmail.com

A.M. Shemyakov – Post-graduate Student of Department of Infocommunication and Radiophysics, 

P.G. Demidov Yaroslavl State University

E-mail: andrey.shemiakov@gmail.com

V.A. Pavlov – Post-graduate Student of Department of Infocommunication and Radiophysics,  P.G. Demidov Yaroslavl State University

E-mail: i@yajon.ru

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

Features of implementation of convolutional neural networks on programmable logic integrated circuit Artix-7

G.I. Biryukov – Student, Bauman Moscow State Technical University

E-mail: biryukovgi@student.bmstu.ru

V.P. Zhalnin – Ph.D. (Eng.), Bauman Moscow State Technical University

E-mail: zhalninvp@bmstu.ru

D.V. Laptev – Master Student, Bauman Moscow State Technical University

E-mail: dmytry2010@student.bmstu.ru

P.O. Repnikov – Student, Bauman Moscow State Technical University

E-mail: rtfiof@gmail.com

Expert method of training samples forming on the example of creating a neural network classification system for social network users

E. A. Rabchevsky – Director, JSC “SEUSLAB” (Perm, Russia)

E-mail: e.rabchevskiy@seuslab.ru

A. N. Rabchevsky – Technical Director, JSC “SEUSLAB” (Perm, Russia)

E-mail: a.rabchevskiy@seuslab.ru

V. S. Zayakin – Programmer, JSC “SEUSLAB” (Perm, Russia)

E-mail: v.zayakin@seuslab.ru

L. N. Yasnitsky – Dr.Sc. (Eng.), Professor, Department of Applied Mathematics and Informatics, Perm State National Research University (Perm, Russia)

E-mail: yasn@psu.ru

Appearance object model and method of image matching in the convolutional neural networks

V. V. Borisov – Dr.Sc. (Eng.), Professor, Branch of National Research University “MPEI” (Smolensk)

E-mail: vbor67@mail.ru

O. I. Garanin – Post-graduate Student, National Research University “MPEI”

E-mail: hedgehog91@mail.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

Modification of the algorithm for identification and categorization of scientific terms through a neural network

V. V. Bakhtin – Post-graduate Student, Department of Automatics and Telemechanics, Perm State National Research University; Design Programmer, “Satellite” LLC (Perm)

E-mail: bakhtin_94@bk.ru

Hierarchical architecture of convolution neural network in the distributed face recognition system

A. A. Yuzhakov – Dr.Sc. (Eng.), Professor, Head of Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: uz@at.pstu.ru

A. N. Kokoulin – Ph.D. (Eng.), Associate Professor, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: a.n.kokoulin@at.pstu.ru

A. I. Tur – Post-graduate Student, Assistant, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

Study of the neural controller in the linear motor control system

T. S. Legotkina – Ph.D. (Eng.), Associate Professor, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: Luda@at.pstu.ru

V. S. Nikulin – Undergraduate Student, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: kalif23@yandex.ru

V. S. Bogatyrev – Undergraduate Student, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: bogatyrev.vlad@gmail.com

Models of neural networks for solving the security ensuring problems of the objects of critical information infrastructure

A. S. Shaburov – Ph.D. (Eng.), Associate Professor, Department of Automatics and Telemechanics, Perm National Research Polytechnic University

E-mail: shans@at.pstu.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

Tuning method of multiscale model for detecting visual objects in a convolutional neural network

O.I. Garanin – Post-graduate Student, National Research University “MPE” (Moscow)

E-mail: hedgehog91@mail.ru

Categorization of words – names of emotions by the characteristic «emotional tone» in 2-channel neural module of semantic space of their visual distinction

S.G. Korshunova − Ph.D. (Psychol.), Leader Research Scientist, Department of Psychophysiology,  Lomonosov Moscow State University

E-mail: ksg50@yandex.ru

O.B. Stepanova − Ph.D. (Psychol.), Assistant Professor, Department of Methodology and Psychology,  Lomonosov Moscow State University

E-mail: psy_stob@mail.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

The formalization of a mathematical model of a gate with a trained neural network hidden layer

T.E. Mikhailyuk – Post-graduate Student, Department of Electronics and Biomedical Technology,  Ufa State Aviation Technical University 

E-mail: realotoim@mail.ru

S.V. Zhernakov – Dr.Sc. (Eng.), Professor, Head of Department of Electronics and Biomedical Technology,  Ufa State Aviation Technical University 

E-mail: zhsviit@mail.ru

Evaluation of technical means of rehabilitation and selection of the architecture of the construction neural network for the establishment of the support system for people in the urban environment for people with disabled vision opportunities

V.I. Terekhov – Ph.D (Eng.), Associate Professor, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: terekchow@bmstu.ru

V.S. Ilin – Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: ivs@bmstu.ru

I.A. Mogilnikov – Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: mogilnikoff2@gmail.com

M.S. Popova – Student, Department of Computer Systems and Networks, Bauman Moscow State Technical University

E-mail: popovams@bmstu.ru 

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)

Dementia simulation based on the disruption imitation of neural network synaptic connections

A.E. Krasnov1, T.N. Krasnova2

1 Russian State Social University (Moscow, Russia)

2 Moscow State University named after M.V. Lomonosov (Moscow, Russia)

Application of artificial intelligence technologies to assess the quality of metals in a metallurgical production

V.A. Yemelyanov1, G.V. Feklin2, N.Yu. Yemelyanova3

1-3 Financial University under the Government of the Russian Federation (Moscow, Russia)

Neurophysiological aspects of an individual’s interaction with supraorganizational system (noosphere)

I.B. Komkov1, N.V. Panov2, N.A. Loginova3

1 Sports Club “KANKU” (Moscow, Russia)

2,3 Institute of Higher Nervous Activity and Neurophysiology RAS (Moscow, Russia)

Classification blood pressure signals with artificial neural networks

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

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)

Models of neural networks for solving the security ensuring problems of the objects of critical information infrastructure

A.S. Shaburov1

1 Perm National Research Polytechnic University (Perm, Russia)

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)

The application of neural networks in the problem of radio monitoring with the use of a two-coordinate radio direction finder and the estimation of their efficiency

M.V. Fesenko1, B.B. Nikolenko2, V.K. Kurbanaliev3

1-3 JSC “CNIRTI named after academician A.I. Berg” (Moscow, Russia)

1-3 post@cnirti.ru

Investigation of the possibility of using the YOLOv5 convolutional neural network in radio monitoring complexes for detecting OFDM signals

I.Yu. Eremeev1, K.A. Neretina2, V.V. Pechurin3

1−3 Military Space Academy named after A.F. Mozhaisky (Saint-Petersburg, Russia)

Development of neural networks statistical quality analysis of highly available systems for small samples

A.I. Ivanov1, I.N. Sinitsyn2

1 Penza State University (Penza, Russia)
2 FRC “Informatics and Computer Science” of the RAS (Moscow, Russia)
 

Algorithm for diagnosing antenna arrays of microwave radioelectronic systems based on radiation pattern images and voltage standing wave ratio values

N. L. Alymov1, M. E. Elesin2, V. A. Kochetkov3, N. V. Shishkin4

1–4 Academy of the Federal Security Service of Russia (Orel, Russia)
 

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)

Design of a data generation model for solving classification problems in the diagnosis of transport system malfunctions

O.V. Druzhinina1, E.R. Korepanov2, A.A. Petrov3, I.V. Makarenkova4, V.V. Maksimova5

1,2,4,5 FRC «Computer Science and Control» of Russian Academy of Sciences (Moscow, Russia)

3 Bunin Yelets State University (Yelets, Russia)

Development of relevant scientific areas as a continuation of the scientific schools of the department “Information Processing and Management Systems” of the Bauman Moscow State Technical University

V.I. Terekhov1, B.S. Goryachkin2

1,2 Bauman Moscow State Technical University (Moscow, 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

About the features of managing the security of automated systems that include neural network technologies

V.I. Budzko1, D.A. Melikov2, V.G. Belenkov3

1–3 FRC CSC RAS (Moscow, Russia)
1 National Research Nuclear University MEPhI (Moscow, Russia)
2 Financial University under the Government of the Russian Federation (Moscow, Russia)
1 vbudzko@ipiran.ru, 2 mda-17@yandex.ru; 3 vbelenkov@ipiran.ru

Cognitive modeling of autonomous control system of unmanned aerial vehicle

P.A. Panilov1, T.Yu. Tsibizova2, N.A. Malakhov3

1–3 Bauman Moscow State Technical University (National Research-Tel University) (Moscow, Russia)
1 panilovp.a@bmstu.ru, 2 mumc@bmstu.ru, 3 malahovna@bmstu.ru

Development of a semantic analyzer using neural networks

N.A. Borsuk1, T.A. Onufrieva2, L.V. Tsarev3, P.A. Deryugin4, A.Yu. Titov5

1–5 Kaluga Branch of Bauman Moscow State Technical University (Kaluga, Russia)

1 borsuk.65@yandex.ru, 2 onufrievata@mail.ru, 3 x174101@gmail.com,

4 shadowmadness792@mail.ru, 5 alexcandr40@mail.ru

Methods for reducing distortions of the output voltage spectrum of switch-mode generators

R.I. Zudov1, V.A. Sorotsky2, A.M. Ulanov3

1-3 Peter the Great St. Petersburg Polytechnic University (St. Petersburg, Russia)

1 rzudov@spbstu.ru; 2 sorotsky@mail.spbstu.ru; 3 ulan-bator-1955@mail.ru

Machine learning of a convolutional neural network based on a regularizing Bayesian approach

S.V. Prokopchina1, P.E. Ryabov2, E.Yu. Shchetinin3

1–3 Financial University under the Government of the Russian Federation (Moscow, Russia)

1 svprokopchina@fa.ru, 2 peryabov@fa.ru, 3 eyshchetinin@fa.ru

Development of methods for generating examples that train a neural network to detect and classify interference in the structure of a useful signal

I.V. Malygin1, S.A. Belkov2, D.A. Mikhailik3, K.V. Stafeev4

1-4 Ural Federal University named after the first President of Russia B.N. Yeltsin (Ekaterinburg, Russia)

1 pit_pit2@mail.ru; 2 srgb@mail.ru; 3 dmtr-mih@yandex.ru; 4 krlstafeev@gmail.com

Application of convolutional neural network and evolutionary algorithm to predict the outcome of adverse drug interactions

O.V. Nepomnyashchiy1, A.G. Khantimirov2, M.M.I. Al-Saghir3, S.A. Kotov4

1–4 Siberian Federal University (Krasnoyarsk, Russia)

1 ONepomnuashy@sfu-kras.ru, 2 anton-xant@mail.ru, 3 mahamedali51@yahoo.com

Using machine learning methods to detect depression among users of the social network Reddit

V.G. Lyalikova1, М.М. Bezryadin2, D.Yu. Golovanov3

1–3 Voronezh state university (Voronezh, Russia)

1 vikalg@yandex.ru, 2 maickel@yandex.ru, 3 dmitry.golovanov.1988@gmail.com