Journal article

Feedforward and Recurrent Neural Network-Based Transfer Learning for Nonlinear Equalization in Short-Reach Optical Links

Zhaopeng Xu, Chuanbowen Su, Tonghui Ji, Jonathan H Manton, William Shieh

Journal of Lightwave Technology | IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC | Published : 2021

DOI: 10.1109/JLT.2020.3031363

Related Projects (1)

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Self-coherent detection for data centre

This project aims to explore the architecture of terabit data transport using self-coherent detection that addresses the tight constraints o..

Grants

Awarded by Australian Research Council (ARC)

Funding Acknowledgements

This work was supported by the Australian Research Council (ARC) through Discovery Project under Grant DP150101864 and Grant DP190103724.

Keywords

Equalizers
Technology
Engineering
Neural Networks
Training
Direct Detection
Pam-4
Telecommunications
Physical Sciences
Optical Fiber Communication
Optics
Engineering, Electrical & Electronic
Science & Technology
Fiber Nonlinear Optics
Transmission
Nonlinearity
Artificial Neural Networks
Optical Fibers
Transfer Learning