Deep Learning of the Nonlinear Schrödinger Equation in Fiber-Optic Communications.
Christian HägerHenry D. PfisterPublished in: CoRR (2018)
Keyphrases
- deep learning
- wave equation
- fiber optic
- hamilton jacobi
- finite difference
- heat equation
- unsupervised learning
- telecommunication networks
- machine learning
- power distribution
- unsupervised feature learning
- medial axis
- eikonal equation
- high bandwidth
- mental models
- level set method
- diffusion equation
- partial differential equations
- numerical solution
- weakly supervised
- distance transform
- steady state
- scale space
- scale spaces
- multiscale