Auxiliary Neural Network Assisted Machine Learning EDFA Gain Model

Abstract

An enhanced EDFA model employing auxiliary neural networks is proposed. Adaptive to different devices, the model reduces the root mean square error from 0.04 to 0.02 dB with significantly less amount of training data.