Applications of Physics-Informed Neural Network for Optical Fiber Communications.
Danshi WangXiaotian JiangYuchen SongMeixia FuZhiguo ZhangXue ChenMin ZhangPublished in: IEEE Commun. Mag. (2022)
Keyphrases
- optical fiber
- neural network
- high sensitivity
- back propagation
- computer science
- neural network model
- genetic algorithm
- artificial neural networks
- neural network is trained
- feed forward
- bp neural network
- fault diagnosis
- fuzzy logic
- artificial intelligence
- communication systems
- activation function
- training algorithm
- multi layer
- self organizing maps
- expert systems
- quantum mechanics
- image reconstruction from projections
- communication channels
- training process
- network model
- multilayer perceptron
- communication networks
- knn
- pattern recognition