Abstract
We compared overfitting in four-layer-DNN- and three-layer-ANN-based nonlinear equalizers used for nonlinearity compensation in optical communication systems. The results showed that the DNN-based nonlinear equalizer had stronger overfitting characteristics for both PRBS and a random sequence.
© 2021 The Author(s)
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