@inproceedings{1ebf5a6b1d424bc285e7b15a81e802dc,
title = "Predicting Optical Power Excursions in Erbium Doped Fiber Amplifiers using Neural Networks",
abstract = "We report on a Machine Learning approach based on artificial Neural Networks to predict optical power excursion in Erbium Doped Fiber Amplifiers. Its flexibility and adaptability could be valuable for future optical networks dealing with the negative impact of this aforementioned physical layer impairment.",
keywords = "Erbium Doped Fiber Amplifiers, Neural Networks, Power excursion",
author = "Maria Freire and S{\'e}bastien Mansfeld and Djamel Amar and Franck Gillet and Antoine Lavignotte and Catherine Lepers",
note = "Publisher Copyright: {\textcopyright} 2018 IEEE.; 2018 Asia Communications and Photonics Conference, ACP 2018 ; Conference date: 26-10-2018 Through 29-10-2018",
year = "2018",
month = dec,
day = "28",
doi = "10.1109/ACP.2018.8596233",
language = "English",
series = "Asia Communications and Photonics Conference, ACP",
publisher = "OSA - The Optical Society",
booktitle = "2018 Asia Communications and Photonics Conference, ACP 2018",
}