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Dual-learning based Neural Networks for Short-reach Optical Communications

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Abstract

We propose a novel dual-learning (DL) based NN that operates in a self-regularization manner to improve the generalization ability and show in 28Gbaud PAM-4 experiments that this method outperforms filtering solutions and conventional NN methods.

© 2021 The Author(s)

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