Neural-PDE: a RNN based neural network for solving time dependent PDEs.
Yihao HuTong ZhaoShixin XuLizhen LinZhiliang XuPublished in: Commun. Inf. Syst. (2022)
Keyphrases
- neural network
- partial differential equations
- recurrent neural networks
- neural model
- network architecture
- level set
- anisotropic diffusion
- nearest neighbor
- back propagation
- image denoising
- recurrent networks
- neural fuzzy
- numerical solution
- image processing
- hebbian learning
- artificial neural networks
- numerical algorithms
- neural architecture
- fourth order
- feed forward
- high order
- nonlinear diffusion
- learning rules
- genetic algorithm
- image magnification
- eikonal equation
- numerical scheme
- neuron model
- numerical methods
- curve evolution
- fuzzy logic
- neural network model
- diffusion equation
- noise removal
- multiscale
- knn
- energy functional
- neural computation
- differential equations
- learning algorithm
- matrix valued
- multilayer perceptron
- biologically inspired
- activation function
- finite difference
- feed forward neural networks