ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION

The article offers an analysis of the results obtained from experimental research into the impact that the major parameters in training selection have on the general training capacity and recognition capacity in neural networks; there are also some recommendations offered regarding efficient develop...

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Bibliographic Details
Published in:Вестник Северо-Кавказского федерального университета
Main Authors: Nikita Alekseyevich Lagunov, Oksana Stanislavovna Mezentseva
Format: Article
Language:Russian
Published: North Caucasus Federal University 2022-05-01
Subjects:
нейронные сети
обучающие выборки
распознавание
обработка изображений
обучение
neural networks
training selections
recognition
image processing
training
Online Access:https://vestnikskfu.elpub.ru/jour/article/view/1687
Description
Summary:The article offers an analysis of the results obtained from experimental research into the impact that the major parameters in training selection have on the general training capacity and recognition capacity in neural networks; there are also some recommendations offered regarding efficient development of large training selections containing graphic images of object categories.
ISSN:2307-907X

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