Name
Shumkov Yevgeniy Aleksandrovich
Scholastic degree
•
Academic rank
—
Honorary rank
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Organization, job position
Kuban State Technological University
Web site url
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Articles count: 17
In this article the high-speed method of multilayered perceptron learning which differs in the high speed of training is offered. Results of comparison of a high-speed method of learning with standard methods are resulted
In the article we consider the topology of genetic search of neural network models
The article proposes the implementation of neuro-fuzzy neural network topology of "Internal Teacher"
The study was carried out with the financial support of the RHNF as part of the research project of the RHF RFBR 17-02-00475а "Application of metaheuristic algorithms for solving direct and inverse problems of optimizing the management of spatially distributed complexes"). The article discusses the use of artificial neural networks in frame expert systems, which in some cases make it possible to bypass a number of limitations of the standard version of frame expert systems. Several options for using neural networks in frame expert systems were considered and a number of tasks to be solved for each
The article deals with the issues of determining the
complexity of the project objectives, performance
evaluation of the project, as well as the question of the
distribution of specialists on problems
The article describes the network-centric approach to a building control system based on the "inner teacher" neuro - fuzzy topology, which uses the principles of reinforcement learning
The article describes the architecture of decision support systems and proposes general architecture of the modern decision support systems