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Практика нейросетевого моделирования - Хливненко Л. В., Пятакович Ф. А. 2021 PDF Лань BOOKS SCIENCE AND STUDY
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Практика нейросетевого моделирования
Author: Хливненко Л. В., Пятакович Ф. А.
Year: 2021
Format: PDF
File size: 34 MB
Language: RU

The book discusses the theoretical foundations of modeling artificial neural networks of various architectures. Algorithms of training of single-layer and multi-layer direct distribution networks, self-organizing and recurrent networks are given. Modeling of multiagent systems based on evolving neural networks is considered. Original methods for visualizing the internal state of a trained neural network and solving the problems of classification, categorization, forecasting, and restoration of noisy information are given.

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