Implementation of noise-resistant crowd equalisation in optical communication systems with machine learning DSP
K Nurlybayeva, DA Ron… - 2022 Asia …, 2022 - ieeexplore.ieee.org
Implementation of Noise-Resistant Crowd Equalisation in Optical Communication Systems with
Machine Learning DSP Page 1 Karina Nurlybayeva, Diego Argüello Ron, Morteza …
Machine Learning DSP Page 1 Karina Nurlybayeva, Diego Argüello Ron, Morteza …
Multi-task learning to enhance generalizability of neural network equalizers in coherent optical systems
S Srivallapanondh, PJ Freire, A Alam… - 49th European …, 2023 - ieeexplore.ieee.org
For the first time, multi-task learning is proposed to improve the flexibility of NN-based
equalizers in coherent systems. A``single" NN-based equalizer improves Q-factor by up to 4 …
equalizers in coherent systems. A``single" NN-based equalizer improves Q-factor by up to 4 …
[PDF][PDF] Low-complexity efficient neural network optical channel equalizers: training, inference, and hardware synthesis
Low-Complexity Efficient Neural Network Optical Channel Equalizers: Training, Inference, and
Hardware Synthesis Page 1 Low-Complexity Efficient Neural Network Optical Channel …
Hardware Synthesis Page 1 Low-Complexity Efficient Neural Network Optical Channel …