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Qipin Chen
Qipin Chen
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A homotopy training algorithm for fully connected neural networks
Q Chen, W Hao
Proceedings of the Royal Society A 475 (2231), 20190662, 2019
262019
Randomized Newton’s method for solving differential equations based on the neural network discretization
Q Chen, W Hao
Journal of Scientific Computing 92 (2), 49, 2022
112022
Power series expansion neural network
Q Chen, W Hao, J He
Journal of Computational Science 59, 101552, 2022
112022
A weight initialization based on the linear product structure for neural networks
Q Chen, W Hao, J He
Applied Mathematics and Computation 415, 126722, 2022
112022
Application of the deep learning algorithm in nutrition research–using serum pyridoxal 5′-phosphate as an example
C Ma, Q Chen, DC Mitchell, M Na, KL Tucker, X Gao
Nutrition Journal 21 (1), 38, 2022
82022
Homotopy relaxation training algorithms for infinite-width two-layer relu neural networks
Y Yang, Q Chen, W Hao
Journal of Scientific Computing 102 (2), 40, 2025
52025
Two-stream hybrid attention network for multimodal classification
Q Chen, Z Shi, Z Zuo, J Fu, Y Sun
2021 IEEE International Conference on Image Processing (ICIP), 359-363, 2021
52021
Multi-headed lattices and Green functions
Q Chen, S Chern, L Jiu
Journal of Physics A: Mathematical and Theoretical 57 (46), 465204, 2024
12024
Nonlinear computations in neural networks and applications
Q Chen
The Pennsylvania State University, 2020
12020
An efficient homotopy training algorithm for neural networks
Q Chen, W Hao
12019
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Artikler 1–10