Shuiying Xiang

STDP-Based Unsupervised Spike Pattern Learning in a Photonic Spiking Neural Network With VCSELs and VCSOAs

Shuiying Xiang, Yahui Zhang, Junkai Gong et al. · IEEE Journal of Selected Topics in Quantum Electronics · 2019 · 147 citations

Engineering, Spike Pattern Learning, Dependent Plasticity +16

Recent progress of integrated circuits and optoelectronic chips

Yue Hao, Shuiying Xiang, Genquan Han et al. · Science China Information Sciences · 2021 · 128 citations

Photonics, Electrical Engineering, Engineering +6

Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification

Shuiying Xiang, Zhenxing Ren, Ziwei Song et al. · IEEE Transactions on Neural Networks and Learning Systems · 2020 · 99 citations

Supervised Learning Algorithm, Photonics, Engineering +14

Hardware-algorithm collaborative computing with photonic spiking neuron chip based on an integrated Fabry–Perot laser with a saturable absorber

Shuiying Xiang, Yuechun Shi, Xingxing Guo et al. · Optica · 2022 · 92 citations · Full text

Engineering, Integrated Photonics, Neural Networks (Machine Learning) +25

All-optical neuromorphic XOR operation with inhibitory dynamics of a single photonic spiking neuron based on a VCSEL-SA

Shuiying Xiang, Zhenxing Ren, Yahui Zhang et al. · Optics Letters · 2020 · 75 citations

Photonics, Single Photonic, Engineering +15