Work

ChebNet: Efficient and Stable Constructions of Deep Neural Networks with Rectified Power Units via Chebyshev Approximation

Year: 2024

Type: article

Source: Communications in Mathematics and Statistics

DOI: 10.1007/s40304-023-00392-0

Authors: Shanshan Tang, Bo Li, Haijun Yu

Institutions: Industrial and Commercial Bank of China, Huawei Technologies (China), Chinese Academy of Sciences, National Center for Mathematics and Interdisciplinary Sciences, Academy of Mathematics and Systems Science, University of Chinese Academy of Sciences

Language: English

Topic: Neural Networks and Applications

Subfield: Artificial Intelligence

Field: Computer Science

Domain: Physical Sciences

Open Access status: green

Funder: National Natural Science Foundation of China

Awards: G6012991922, 面向中高维偏微分方程的高效谱方法, G7995537955

OpenAlex ID: W4403369627

FWCI: 6.084

Cites: 61

Cited by: 90

Related to: 10