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2007.14285
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Theory of Deep Convolutional Neural Networks II: Spherical Analysis
28 July 2020
Zhiying Fang
Han Feng
Shuo Huang
Ding-Xuan Zhou
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Papers citing
"Theory of Deep Convolutional Neural Networks II: Spherical Analysis"
4 / 4 papers shown
Title
Expressivity and Approximation Properties of Deep Neural Networks with ReLU
k
^k
k
Activation
Juncai He
Tong Mao
Jinchao Xu
22
3
0
27 Dec 2023
Rates of Approximation by ReLU Shallow Neural Networks
Tong Mao
Ding-Xuan Zhou
16
19
0
24 Jul 2023
Approximation analysis of CNNs from a feature extraction view
Jianfei Li
Han Feng
Ding-Xuan Zhou
16
3
0
14 Oct 2022
Approximation by Combinations of ReLU and Squared ReLU Ridge Functions with
ℓ
1
\ell^1
ℓ
1
and
ℓ
0
\ell^0
ℓ
0
Controls
Jason M. Klusowski
Andrew R. Barron
108
142
0
26 Jul 2016
1