Hybrid Machine Learning EDFA Model
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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 - 3
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's Homepage: http://people.tcd.ie/ruffinm
Other Titles: Optical Fibre Communications (OFC)
Type of material: Conference Paper