Browsing Computer Science (Scholarly Publications) by Author "Zhu, Shengxiang"
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Hybrid Machine Learning EDFA Model
Ruffini, Marco; Zhu, Shengxiang; Gutterman, Craig; Díaz-Montiel, Alan; Yu, Jiakai; Zussman, Gil; Kilper, Daniel (2020)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 ...