Theoretical Analysis of the Convolutional Neural Networks Acceleration by Organizing Calculations According to the Winograd Method
Convolutional neural networks are promising tool for pattern recognition. Implementations of convolutional neural networks require a significant number of computations during training and processing. In this paper we propose to use Winograd method to reduce computational complexity in convolutional...
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| Main Authors: | , , , , , |
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| Format: | Статья |
| Language: | English |
| Published: |
2023
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| Subjects: | |
| Online Access: | https://dspace.ncfu.ru/handle/20.500.12258/22737 |
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