Nonlinear interference mitigation via deep neural networks


Journal Article

© OSA 2018. A neural-network-based approach is presented to efficiently implement digital backpropagation (DBP). For a 32×100 km fiber-optic link, the resulting “learned“ DBP significantly reduces the complexity compared to conventional DBP implementations.

Full Text

Duke Authors

Cited Authors

  • Häger, C; Pfister, HD

Published Date

  • January 1, 2018

Published In

  • Optics Infobase Conference Papers

Volume / Issue

  • Part F84-OFC 2018 /

Digital Object Identifier (DOI)

  • 10.1364/OFC.2018.W3A.4

Citation Source

  • Scopus