Solving inverse problems in nonlinear PDEs by recurrent neural networks.
Tadasu UchiyamaNoboru SoneharaPublished in: ICNN (1993)
Keyphrases
- recurrent neural networks
- inverse problems
- partial differential equations
- nonlinear dynamic systems
- echo state networks
- neural model
- image reconstruction
- global optimization
- diffusion equation
- feed forward
- convex optimization
- recurrent networks
- neural network
- nonlinear diffusion
- anisotropic diffusion
- level set
- reservoir computing
- optimization problems
- artificial neural networks
- image processing
- image enhancement
- optimization methods
- numerical solution
- multiscale
- nonlinear systems
- evolutionary algorithm
- back propagation
- image restoration
- pairwise
- objective function
- machine learning