Non-convex optimization with using positive-negative moment estimation and its application for skin cancer recognition with a neural network
The main problem of using standard optimization methods is the need to change all parameters in same-size steps, regardless of the behavior of the gradient. A more efficient way to optimize a neural network is to set adaptive step sizes for each parameter. Standard methods are based on the square ro...
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| Автори: | , , , , , |
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| Формат: | Статья |
| Мова: | English |
| Опубліковано: |
2024
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| Предмети: | |
| Онлайн доступ: | https://dspace.ncfu.ru/handle/123456789/27508 |
| Теги: |
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