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Jun, 2013
散射深度学习
Deep Learning by Scattering
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Stéphane Mallat
TL;DR
本文介绍广义散射变换作为深度神经网络数学模型，并探讨其在无监督和有监督学习及分类中的应用。
Abstract
We introduce general
scattering transforms
as mathematical models of
deep neural networks
with l2 pooling. Scattering networks iteratively apply complex valued unitary operators, and the pooling is performed by a
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