A guide to convolution arithmetic for deep.pdf

时间:2023-01-22 04:34:21
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文件名称:A guide to convolution arithmetic for deep.pdf

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更新时间:2023-01-22 04:34:21

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Deep convolutional neural networks (CNNs) have been at the heart of spectacular advances in deep learning. Although CNNs have been used as early as the nineties to solve character recognition tasks (Le Cun et al., 1997), their current widespread application is due to much more recent work, when a deep CNN was used to beat state-of-the-art in the ImageNet image classification challenge (Krizhevsky et al., 2012).


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