The Theoretical Approach to the Search for a Global Extremum in the Training of Neural Networks

The article deals with the search for the global extremum in the training of artificial neural networks using the correlation index. The proposed method is based on a mathematical model of an artificial neural network, represented as an information transmission system. The efficiency of the proposed...

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Bibliographic Details

Published in:	Труды Института системного программирования РАН
Main Authors:	Nikolay Anatolievitch Vershkov, Viktor Andreevich Kuchukov, Natalya Nikolaevna Kuchukova
Format:	Article
Language:	English
Published:	Russian Academy of Sciences, Ivannikov Institute for System Programming 2019-06-01
Subjects:	искусственные нейронные сети корреляционная функция спектральный анализ
Online Access:	https://ispranproceedings.elpub.ru/jour/article/view/1154