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Jan, 2016
理解深度卷积网络
Understanding Deep Convolutional Networks
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Stéphane Mallat
TL;DR
这篇文章综述了深度卷积神经网络的架构,介绍了一种数学框架来分析它们的属性,以及讨论了它们的应用。
Abstract
deep convolutional networks
provide state of the art classifications and regressions results over many high-dimensional problems. We review their architecture, which scatters data with a cascade of
linear filter weights
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