An Interpretive Constrained Linear Model for ResNet and MgNet

DOI10.1016/j.neunet.2023.03.011arXiv2112.07441OpenAlexW4323929166MaRDI QIDQ6385646

Lian Zhang, Juncai He, Jianqing Zhu, Jin-Chao Xu

Publication date: 14 December 2021

Full work available at URL: https://doi.org/10.1016/j.neunet.2023.03.011

Mathematics Subject Classification ID

Artificial intelligence (68Txx)

Cites Work

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• Approximation properties of deep ReLU CNNs
• Neural network with unbounded activation functions is universal approximator
• Iterative Methods by Space Decomposition and Subspace Correction
• The method of alternating projections and the method of subspace corrections in Hilbert space
• Algebraic multigrid methods

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