1 citations · 1 across the 2 of their papers we have counts for
2 papers
eess.SP2023
Quantization of Neural Network Equalizers in Optical Fiber Transmission Experiments
Jamal Darweesh, Nelson Costa, Antonio Napoli +3
The quantization of neural networks for the mitigation of the nonlinear and components' distortions in dual-polarization optical fiber transmission is studied. Two low-complexity n…
eess.SP2022★ 1 cited
Complexity Reduction over Bi-RNN-Based Nonlinearity Mitigation in Dual-Pol Fiber-Optic Communications via a CRNN-Based Approach
Abtin Shahkarami, Mansoor Yousefi, Yves Jaouen
Bidirectional recurrent neural networks (bi-RNNs), in particular, bidirectional long short term memory (bi-LSTM), bidirectional gated recurrent unit, and convolutional bi-LSTM mode…