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Nonlinear Interference Mitigation via Deep Neural Networks
October 17, 2017 Β· Declared Dead Β· π Optical Fiber Communications Conference and Exhibition
"No code URL or promise found in abstract"
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Authors
Christian HΓ€ger, Henry D. Pfister
arXiv ID
1710.06234
Category
cs.IT: Information Theory
Cross-listed
stat.ML
Citations
146
Venue
Optical Fiber Communications Conference and Exhibition
Last Checked
4 months ago
Abstract
A neural-network-based approach is presented to efficiently implement digital backpropagation (DBP). For a 32x100 km fiber-optic link, the resulting "learned" DBP significantly reduces the complexity compared to conventional DBP implementations.
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