Deep Learning of the Nonlinear Schrödinger Equation in Fiber-Optic Communications.
Christian HägerHenry D. PfisterPublished in: ISIT (2018)
Keyphrases
- deep learning
- wave equation
- fiber optic
- hamilton jacobi
- finite difference
- heat equation
- telecommunication networks
- power distribution
- machine learning
- unsupervised learning
- eikonal equation
- medial axis
- unsupervised feature learning
- high bandwidth
- mental models
- numerical solution
- partial differential equations
- weakly supervised
- level set method
- higher order
- difference equations
- level set
- object detection
- feature selection