Journal Neurocomputers №1 - 2017 year.

Neuromathematic and intellectual computation

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

3-15

Intelligent technologies in control of dynamic systems

Neurodinamic systems of multiagent modeling on the basis of the modern of catastrophe theory

Yu. I. Nechaev – Dr.Sc. (Eng.), Professor, Honored Scientist of RF, Academician of RANS, Leading Research Scientist, the main scientific employee of scientific research Institute of the high technology computer technologies of the St.-Petersburg National Research University Information Technologies, Mechanics and Optics. International expert in the field of high-performance computing and intelligence systems.

16-29

Methods and models of self-organization and intellectualization of complex systems

Expressive opportunities of the RADICAL language – language of schemes of radical modeling for the description of standard schemes of radicals of problem area of purposeful systems

A.V. Chechkin – Dr.Sc. (Phys.-Math.), Professor, Corresponding Member of Technological Sciences Academу of the Russian Federation, Military Academу and the Financial University under the Government of the Russian Federation E-mail: a.chechkin@mail.ru M.V. Pirogov – Ph.D. (Phys.-Math.), Head of Sector, NPO Lavochkin (Moscow) E-mail: pmv_mvp@mail.ru

30-41

Neurocomputing in systems of signals and images processing

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)

42-47

Intellectualization of robotic complexes, systems and interfaces

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

48-55

Biometric identificaiton systems, smart-technologies

Automation language text identification process on the basis of existing solutions

S.N. Kalegin – Post-graduate Student, Head of NTO Sector, Moscow Television Research Institute; Applicant of ICS RAS E-mail: skalegin@inbox.ru

56-65

Design of intelligent systmes and their sortware implementation

Hybrid intelligent system for risk assessment based on unstructured data

A.V. Proletarsky – Dr.Sc. (Eng.), Professor, Dean of Faculty «Informatics and control systems», Bauman Moscow State Technical University E-mail:pav@bmstu.ru M.A. Skvortsova – Research Assistant, Computer Systems and Networks Department, Bauman Moscow State Technical University E-mail: magavrilova@bmstu.ru V.I. Terekhov – Ph.D. (Eng.), Associate Professor, Information Processing and Control Systems Department, Bauman Moscow State Technical University E-mail: terekchow@bmstu.ru

66-74