Journal Neurocomputers №3 for 2017 year
Intelligent technologies in control of dynamic systems
Neurodynamic modeling of nonlinear non-stationary systems on the basis modern catasrophe 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 N.S. Law - Dr., Professor, Cambridge (UK)
3-16
Methods and models of self-organization and intellectualization of complex systems
Methods for evaluating the structural integrity of the description of the problem domain in intellectual security system of complex control object
I.S. Pavlovskiy - Ph.D. (Eng.), V.A. Trapeznikov Institute of Control Sciences of RAS E-mail: isp_65@mail.ru
17-26
Neuromathematic and intellectual computation
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
27-33
Intellectualization of robotic complexes, systems and interfaces
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
34-41
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
42-46
Theory of neural nets, neuro-fuzzy models and nets
A convolutional fuzzy neural network for classification tasks
K.P. Korshunova - Post-graduate Student, Department of Computer Facilities, The Branch of National Research University "Moscow Power Engineering Institute" in Smolensk E-mail: ksenya-kor@mail.ru
47-51
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
52-62
Neurocomputing in systems of signals and images processing
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
63-69