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cs.LG2023
An axiomatized PDE model of deep neural networks
Tangjun Wang, Wenqi Tao, Chenglong Bao +1
Inspired by the relation between deep neural network (DNN) and partial differential equations (PDEs), we study the general form of the PDE models of deep neural networks. To achiev…
math.AP2023★ 3 cited
A Nonlocal diffusion model with convergence for Dirichlet Boundary
Tangjun Wang, Zuoqiang Shi
In this paper, we present a nonlocal model for Poisson equation and corresponding eigenproblem with Dirichlet boundary condition. In the direct derivation of the nonlocal model, no…