Self-adaptive deep neural network: Numerical approximation to functions and PDEs.
Zhiqiang CaiJingshuang ChenMin LiuPublished in: CoRR (2021)
Keyphrases
- neural network
- solving partial differential equations
- partial differential equations
- filled function method
- curve evolution
- numerical solution
- artificial neural networks
- pattern recognition
- back propagation
- anisotropic diffusion
- continuous functions
- dynamical systems
- numerical algorithms
- sensitivity analysis
- approximation algorithms
- neural network model
- differential equations
- fourth order
- numerical calculation
- numerical methods
- hidden layer
- prediction model
- closed form
- image denoising
- level set
- image processing
- network architecture
- approximation error
- recurrent neural networks
- finite difference
- fuzzy artmap
- fault diagnosis