A homotopy training algorithm for fully connected neural networks Q Chen, W Hao Proceedings of the Royal Society A 475 (2231), 20190662, 2019 | 26 | 2019 |
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 | 11 | 2022 |
Power series expansion neural network Q Chen, W Hao, J He Journal of Computational Science 59, 101552, 2022 | 11 | 2022 |
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 | 11 | 2022 |
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 | 8 | 2022 |
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 | 5 | 2025 |
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 | 5 | 2021 |
Multi-headed lattices and Green functions Q Chen, S Chern, L Jiu Journal of Physics A: Mathematical and Theoretical 57 (46), 465204, 2024 | 1 | 2024 |
Nonlinear computations in neural networks and applications Q Chen The Pennsylvania State University, 2020 | 1 | 2020 |
An efficient homotopy training algorithm for neural networks Q Chen, W Hao | 1 | 2019 |