19 citations · 40 across the 5 of their papers we have counts for
Showing math.NAShow all
2 papers · 1 filter
math.NA2021★ 8 cited
Power Series Expansion Neural Network
Qipin Chen, Wenrui Hao, Juncai He
In this paper, we develop a new neural network family based on power series expansion, which is proved to achieve a better approximation accuracy in comparison with existing neural…
math.NA2019★ 2 cited
A randomized Newton's method for solving differential equations based on the neural network discretization
Qipin Chen, Wenrui Hao
We develop a randomized Newton's method for solving differential equations, based on a fully connected neural network discretization. In particular, the randomized Newton's method…