Scientific Journal of KubSAU

Polythematic online scientific journal
of Kuban State Agrarian University
ISSN 1990-4665
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Name

Chernyy Sergey Aleksandrovich

Scholastic degree


Academic rank

—

Honorary rank

—

Organization, job position

South Federal University
   

Web site url

—

Email

schernyy@sfedu.ru


Articles count: 1

108 kb

MODELS OF NEURONS WITH MEMORY OF STATE FOR ORGANIZATION OF NEUROEVOLUTIONAL CALCULATIONS

abstract 1331709036 issue 133 pp. 467 – 474 30.11.2017 ru 298
The article discusses the model of a neuron with memory. The proposed model is formed based on the model of the dynamic neuron. The proposed solutions allow to efficiently model dynamic processes and to provide a two-level scheme for evolution of neural networks. The first level of evolution is achieved using traditional neuro-evolution models that allow you to create or to modify basic network settings. The second level allows you to track the history of the development process. The article presents a formal description of the proposed models and algorithms of functioning of the network, is the rationale for the use of the proposed models
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