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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| Format: | Article |
| Language: | Russian |
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North Caucasus Federal University
2022-05-01
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| Series: | Вестник Северо-Кавказского федерального университета |
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| Online Access: | https://vestnikskfu.elpub.ru/jour/article/view/1687 |
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| _version_ | 1849244835864641536 |
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| author | Nikita Alekseyevich Lagunov Oksana Stanislavovna Mezentseva |
| author_facet | Nikita Alekseyevich Lagunov Oksana Stanislavovna Mezentseva |
| author_sort | Nikita Alekseyevich Lagunov |
| collection | DOAJ |
| description | 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. |
| format | Article |
| id | doaj-art-8ff77e1b60e84f04b7a783fd6cf4c8de |
| institution | Kabale University |
| issn | 2307-907X |
| language | Russian |
| publishDate | 2022-05-01 |
| publisher | North Caucasus Federal University |
| record_format | Article |
| series | Вестник Северо-Кавказского федерального университета |
| spelling | doaj-art-8ff77e1b60e84f04b7a783fd6cf4c8de2025-08-20T03:59:00ZrusNorth Caucasus Federal UniversityВестник Северо-Кавказского федерального университета2307-907X2022-05-010515211685ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTIONNikita Alekseyevich Lagunov0Oksana Stanislavovna Mezentseva1NCFUNCFUThe 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.https://vestnikskfu.elpub.ru/jour/article/view/1687нейронные сетиобучающие выборкираспознаваниеобработка изображенийобучениеneural networkstraining selectionsrecognitionimage processingtraining |
| spellingShingle | Nikita Alekseyevich Lagunov Oksana Stanislavovna Mezentseva ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION Вестник Северо-Кавказского федерального университета нейронные сети обучающие выборки распознавание обработка изображений обучение neural networks training selections recognition image processing training |
| title | ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION |
| title_full | ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION |
| title_fullStr | ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION |
| title_full_unstemmed | ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION |
| title_short | ANALYSIS AND EXPERIMENTAL RESEARCH OF DEPENDENCE BETWEEN NEURAL NETWORKS TRAINING AND TRAINING PARAMETERS SELECTION |
| title_sort | analysis and experimental research of dependence between neural networks training and training parameters selection |
| topic | нейронные сети обучающие выборки распознавание обработка изображений обучение neural networks training selections recognition image processing training |
| url | https://vestnikskfu.elpub.ru/jour/article/view/1687 |
| work_keys_str_mv | AT nikitaalekseyevichlagunov analysisandexperimentalresearchofdependencebetweenneuralnetworkstrainingandtrainingparametersselection AT oksanastanislavovnamezentseva analysisandexperimentalresearchofdependencebetweenneuralnetworkstrainingandtrainingparametersselection |