Hybrid Machine Learning EDFA Model
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2020Author:
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Zhu, S., Gutterman, C., Díaz-Montiel, A., Yu, J., Ruffini, M., Zussman, G. & Kilper, D., Hybrid Machine Learning EDFA Model, Optical Fibre Communications (OFC), 2020, 1 - 3Download Item:
Abstract:
A hybrid machine learning (HML) model combining a-priori and a-posteriori knowledge
is implemented and tested, which is shown to reduce the prediction error and training complexity,
compared to an analytical or neural network learning model.
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Author: Ruffini, Marco; Zhu, Shengxiang; Gutterman, Craig; Díaz-Montiel, Alan; Yu, Jiakai; Zussman, Gil; Kilper, Daniel
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Optical Fibre Communications (OFC)Type of material:
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