Efficient Deep Learning of Nonlinear Fiber-Optic Communications Using a Convolutional Recurrent Neural Network.
Abtin ShahkaramiMansoor I. YousefiYves JaouënPublished in: ICMLA (2021)
Keyphrases
- deep learning
- recurrent neural networks
- fiber optic
- unsupervised learning
- machine learning
- unsupervised feature learning
- neural network
- artificial neural networks
- restricted boltzmann machine
- echo state networks
- feed forward
- mental models
- nonlinear dynamic systems
- weakly supervised
- telecommunication networks
- deep belief networks
- text mining
- supervised learning
- feature extraction
- power distribution
- artificial intelligence