Name
Terletsky Vladimir Vyacheslavovych
Scholastic degree
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Academic rank
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Honorary rank
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Organization, job position
Education management
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Articles count: 1
This article considers the organization of neuralnetwork
interactions based on models of cellular
automata. These models are focused on improving
the efficiency of the iterative processes of
functioning of neural networks and their learning.
The models considered in this article are presented in
the form of two-level hierarchical structures. Models
of the lower level are defined as "cellular neural
element". They are based on formal descriptions of
the dynamic neurons with the additional insertion of
the state functions and the special procedures of
formation of the specified function. Also, we have
added special methods for forming patterns of
activation functions. The conception of developed
models is based on the use of the theory of graphs,
theory of neural networks and the mechanism of
cellular automata. These models will be used as the
basis for software modeling