ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters
Publication
, Journal Article
Fougstedt, C; Häger, C; Svensson, L; Pfister, HD; Larsson-Edefors, P
Published in: European Conference on Optical Communication, ECOC
November 14, 2018
We consider time-domain digital backpropagation with chromatic dispersion filters jointly optimized and quantized using machine-learning techniques. Compared to the baseline implementations, we show improved BER performance and >40% power dissipation reductions in 28-nm CMOS.
Duke Scholars
Published In
European Conference on Optical Communication, ECOC
DOI
Publication Date
November 14, 2018
Volume
2018-September
Citation
APA
Chicago
ICMJE
MLA
NLM
Fougstedt, C., Häger, C., Svensson, L., Pfister, H. D., & Larsson-Edefors, P. (2018). ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters. European Conference on Optical Communication, ECOC, 2018-September. https://doi.org/10.1109/ECOC.2018.8535430
Fougstedt, C., C. Häger, L. Svensson, H. D. Pfister, and P. Larsson-Edefors. “ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters.” European Conference on Optical Communication, ECOC 2018-September (November 14, 2018). https://doi.org/10.1109/ECOC.2018.8535430.
Fougstedt C, Häger C, Svensson L, Pfister HD, Larsson-Edefors P. ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters. European Conference on Optical Communication, ECOC. 2018 Nov 14;2018-September.
Fougstedt, C., et al. “ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters.” European Conference on Optical Communication, ECOC, vol. 2018-September, Nov. 2018. Scopus, doi:10.1109/ECOC.2018.8535430.
Fougstedt C, Häger C, Svensson L, Pfister HD, Larsson-Edefors P. ASIC Implementation of Time-Domain Digital Backpropagation with Deep-Learned Chromatic Dispersion Filters. European Conference on Optical Communication, ECOC. 2018 Nov 14;2018-September.
Published In
European Conference on Optical Communication, ECOC
DOI
Publication Date
November 14, 2018
Volume
2018-September