MgNet: A unified framework of multigrid and convolutional neural network

Author:

He Juncai,Xu Jinchao

Publisher

Springer Science and Business Media LLC

Subject

General Mathematics

Reference55 articles.

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2. Bottou L, Curtis F E, Nocedal J. Optimization methods for large-scale machine learning. SIAM Rev, 2018, 60: 223–311

3. Chang B, Meng L, Haber E, et al. Multi-level residual networks from dynamical systems view. ArXiv:1710.10348, 2017

4. Chen Y, Li J, Xiao H, et al. Dual path networks. In: Advances in Neural Information Processing Systems, vol. 30. Long Beach: Neural Information Processing Systems Foundation, 2017, 4467–4475

5. Cybenko G. Approximation by superpositions of a sigmoidal function. Math Control Signals Systems, 1989, 2: 303–314

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