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eess.SP2019
A Note on StiffDNN -- a DNN for Stiff Dynamic Systems
Wei Cai
In this note, we will present a specially designed deep neural network (DNN), which will target components of the solution of different time rate individually through perspective o…
eess.SP2019★ 6 cited
PhaseDNN - A Parallel Phase Shift Deep Neural Network for Adaptive Wideband Learning
Wei Cai, Xiaoguang Li, Lizuo Liu
In this paper, we propose a phase shift deep neural network (PhaseDNN) which provides a wideband convergence in approximating a high dimensional function during its training of the…