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A Layer-Reduced Neural Network Based Digital Backpropagation Algorithm for Fiber Nonlinearity Mitigation

A layer-reduced neural network based digital backpropagation algorithm called smoothing learned digital backpropagation (smoothing-LDBP), is proposed in this paper. The smoothing-LDBP smooths the power terms in nonlinear activation functions to limit the bandwidth. The limited bandwidth of the power...

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I tiakina i:
Ngā taipitopito rārangi puna kōrero
Ngā kaituhi matua: Pinjing He, Aiying Yang, Peng Guo, Yaojun Qiao, Xiangjun Xin
Hōputu: Artigo
Reo:Inglês
I whakaputaina: IEEE 2021-01-01
Rangatū:IEEE Photonics Journal
Ngā marau:
Urunga tuihono:https://ieeexplore.ieee.org/document/9448471/
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