Reducing Computational Complexity of Neural Networks in Optical Channel Equalization: From Concepts to Implementation
Author:
Affiliation:
1. Aston Institute of Photonic Technologies, Aston University, Birmingham, U.K.
2. Infinera R&D, Munich, Germany
3. R&D, Infinera Corp, München, Germany
4. Infinera Unipessoal, Carnaxide, Portugal
Funder
European Commission
H2020 B5G-OPEN
Engineering and Physical Sciences Research Council
Leverhulme Trust
EU Horizon 2020 Program
Marie Skłodowska-Curie
Publisher
Institute of Electrical and Electronics Engineers (IEEE)
Subject
Atomic and Molecular Physics, and Optics
Link
http://xplorestaging.ieee.org/ielx7/50/10188450/10006884.pdf?arnumber=10006884
Reference131 articles.
1. Nonlinear equalization based on pruned artificial neural networks for 112-Gb/s SSB-PAM4 transmission over 80-km SSMF
2. High-throughput hardware deployment of pruned neural network based nonlinear equalization for 100-Gbps short-reach optical interconnect
3. Low-complexity nonlinear equalizer based on artificial neural network for 112 Gbit/s PAM-4 transmission using DML
4. Compressed nonlinear equalizers for 112-Gbps optical interconnects: Efficiency and stability;zhang;SENSORS,2020
5. Field and lab experimental demonstration of nonlinear impairment compensation using neural networks
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