Long Short-Term Memory Neural Network for Mitigating Transmission Impairments of 160 Gbit/s PAM4 Microring Modulation.
Ching-Wei PengDavid W. U. ChanYeyu TongChi-Wai ChowYang LiuChien-Hung YehHon Ki TsangPublished in: OFC (2021)
Keyphrases
- recurrent neural networks
- long short term memory
- neural network
- modulation scheme
- artificial neural networks
- hidden layer
- feed forward
- pattern recognition
- back propagation
- neural network model
- genetic algorithm
- image transmission
- neural nets
- fuzzy logic
- risk management
- ofdm system
- multi layer
- prediction model
- data transmission
- bit rate
- neural network is trained
- knn