Math @ Duke
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Publications [#336002] of Henry Pfister
Papers Published
- Hager, C; Pfister, HD, Nonlinear interference mitigation via deep neural networks,
2018 Optical Fiber Communications Conference and Exposition, Ofc 2018 Proceedings
(June, 2018),
pp. 1-3, ISBN 9781943580385
(last updated on 2023/06/01)
Abstract: 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.
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