Universal Consistency of Deep Convolutional Neural Networks
Work
Year: 2022
Type: article
Abstract: Compared with avid research activities of deep convolutional neural networks (DCNNs) in practice, the study of theoretical behaviors of DCNNs lags heavily behind. In particular, the universal consiste... more
Institutions Xi'an Jiaotong University, City University of Hong Kong
Cites: 35
Cited by: 14
Related to: 10
FWCI: 2.083
Citation percentile (by year/subfield): 81.49
Subfield: Artificial Intelligence
Field: Computer Science
Domain: Physical Sciences
Open Access status: green
Funders National Natural Science Foundation of China, Research Grants Council, University Grants Committee, Hong Kong Institute for Data Science, National Key Research and Development Program of China
Grant IDS 12061160462, CityU 11308020, , 2020YFA0713900