@inproceedings{c97da7e063d74949880aea471a45bbca,
title = "Successive Quantization of the Neural Network Equalizers in Optical Fiber Communication",
abstract = "A pragmatic successive quantization approach is applied to a neural network equalizer in a 16-QAM dual-polarization fiber transmission experiment over a 9x50km TWC fiber link. Quantization at 5 bits reduces the complexity by 85\%, with a negligible Q-factor penalty.",
keywords = "Optical fiber communication, neural network equalization, nonlinearity mitigation, quantization",
author = "Jamal Darweesh and Nelson Costa and Yves Jaou{\"e}n and Antonio Napoli and Joao Pedro and Bernhard Spinnler and Mansoor Yousefi",
note = "Publisher Copyright: {\textcopyright} 2023 IEEE.; 2023 Opto-Electronics and Communications Conference, OECC 2023 ; Conference date: 02-07-2023 Through 06-07-2023",
year = "2023",
month = jan,
day = "1",
doi = "10.1109/OECC56963.2023.10209923",
language = "English",
series = "2023 Opto-Electronics and Communications Conference, OECC 2023",
publisher = "Institute of Electrical and Electronics Engineers Inc.",
booktitle = "2023 Opto-Electronics and Communications Conference, OECC 2023",
}