name
Kataev Boris Vladimirovich
Scholastic degree
•
Academic rank
—
Honorary rank
—
Organization, job position
• South Federal University
кафедра вычислительной техники
доцент
Research interests
нейросетевое моделирование; схемотехническая реализация моделей нейронов; моделирование в среде MatLab
Web site url
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Current rating (overall rating of articles)
0
TOP5 co-authors
Articles count: 1
Сформировать список работ, опубликованных в Научном журнале КубГАУ
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MODELS OF NEURONS WITH MEMORY OF STATE FOR ORGANIZATION OF NEUROEVOLUTIONAL CALCULATIONS
Description
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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