Luyao Huang

Reservoir computing system with double optoelectronic feedback loops.

Zhao Yang, Qunbi Zhuge, Weisheng Hu, 2019, Optics express.

Automatic Optimization of Volterra Equalizer With Deep Reinforcement Learning for Intensity-Modulated Direct-Detection Optical Communications

Weisheng Hu, L. Yi, Lei Xue, 2022, Journal of Lightwave Technology.

SOA pattern effect mitigation by neural network based pre-equalizer for 50G PON.

Jiajia Chen, Rui Lin, Lilin Yi, 2021, Optics express.

Machine Learning for 100 Gb/s/λ Passive Optical Network

Weisheng Hu, Lei Xue, Luyao Huang, 2019, Journal of Lightwave Technology.

Performance and Complexity Analysis of Conventional and Deep Learning Equalizers for the High-Speed IMDD PON

Weisheng Hu, L. Yi, Lei Xue, 2022, Journal of Lightwave Technology.

Real-Time Deployment of Simplified Volterra Nonlinear Equalizer in High-Speed PON

L. Yi, Zhixue He, Luyao Huang, 2023, IEEE Photonics Technology Letters.

Training data generation and validation for a neural network-based equalizer.

Tao Liao, Lei Xue, Luyao Huang, 2020, Optics letters.