Yubin Zang

Optoelectronic convolutional neural networks based on time-stretch method

Sigang Yang, Minghua Chen, Hong-wei Chen, 2021, Science China Information Sciences.

Photonic machine learning with on-chip diffractive optics

Sigang Yang, Minghua Chen, Honghao Huang, 2023, Nature Communications.

Electro-Optical Neural Networks Based on Time-Stretch Method

Minghua Chen, Hongwei Chen, Sigang Yang, 2019, IEEE Journal of Selected Topics in Quantum Electronics.

On-chip photonic diffractive optical neural network based on a spatial domain electromagnetic propagation model.

Sigang Yang, Minghua Chen, Honghao Huang, 2021, Optics express.

Principle-Driven Fiber Transmission Model Based on PINN Neural Network

Kun Xu, Hongwei Chen, Yubin Zang, 2021, Journal of Lightwave Technology.

Universal Fiber Models based on PINN Neural Network

Zhenming Yu, Sigang Yang, Minghua Chen, 2020, 2020 Asia Communications and Photonics Conference (ACP) and International Conference on Information Photonics and Optical Communications (IPOC).

Multi-Span Long-Haul Fiber Transmission Model Based on Cascaded Neural Networks With Multi-Head Attention Mechanism

Zhenming Yu, Sigang Yang, Minghua Chen, 2022, Journal of Lightwave Technology.

Optoelectronic convolutional neural networks based on time-stretch method

Hongwei Chen, Yubin Zang, Sigang Yang, 2021, Science China Information Sciences.

Fiber communication receiver models based on the multi-head attention mechanism

Zhenming Yu, Sigang Yang, Minghua Chen, 2023, Chinese Optics Letters.