Shuiying Xiang

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 18

Top Topics

Recent Progress

Reservoir Computing

Top Venues

Sci. China Inf. Sci.

IEEE Trans. Neural Networks Learn. Syst.

Multim. Tools Appl.

Publications

Yanan Han, Shuiying Xiang, Tianrui Zhang, Yahui Zhang, Xingxing Guo, Yuechun Shi
Conversion of a single-layer ANN to photonic SNN for pattern recognition. Sci. China Inf. Sci. 67 (1) (2024)
Xingxing Guo, Shuiying Xiang, Xingyu Cao, Biling Gu
Experimental and numerical demonstration of hierarchical time-delay reservoir computing based on cascaded VCSELs with feedback and multiple injections. Sci. China Inf. Sci. 67 (2) (2024)
Yu Huang, Shuangquan Gu, Yuhang Feng, Yigong Yang, Shuiying Xiang, Pei Zhou, Nianqiang Li
Wideband chaos generation using a VCSEL with intensity modulation optical injection for random number generation. Sci. China Inf. Sci. 67 (6) (2024)
Shuiying Xiang, Shuang Gao, Yuechun Shi, Yuna Zhang, Ziwei Song, Xingxing Guo, Yahui Zhang, Yuxin Ma, Xiangfei Chen
Experimental demonstration of a photonic spiking neuron based on a DFB laser subject to side-mode optical pulse injection. Sci. China Inf. Sci. 67 (3) (2024)
Ziwei Song, Shuiying Xiang, Xingxing Guo, Shuang Gao, Biling Gu, Dianzhuang Zheng, Xiangfei Chen, Yuechun Shi
Nonlinear neural computation in an integrated FP-SA spiking neuron subject to incoherent dual-wavelength optical pulse injections. Sci. China Inf. Sci. 66 (12) (2023)
Tao Wang, Can Jiang, Qing Fang, Xingxing Guo, Yahui Zhang, Chaoyuan Jin, Shuiying Xiang
Reservoir computing and task performing through using high-β lasers with delayed optical feedback. CoRR (2023)
Shuiying Xiang, Yuechun Shi, Xingxing Guo, Yahui Zhang, Hongji Wang, Dianzhuang Zheng, Ziwei Song, Yanan Han, Shuang Gao, Shihao Zhao, Biling Gu, Hailing Wang, Xiaojun Zhu, Lianping Hou, Xiangfei Chen, Wanhua Zheng, Xiaohua Ma, Yue Hao
Hardware-algorithm collaborative computing with photonic spiking neuron chip based on integrated Fabry-Pérot laser with saturable absorber. CoRR (2022)
Licun Yu, Shuanhai He, Xiaosong Liu, Ming Ma, Shuiying Xiang
Engineering-oriented bridge multiple-damage detection with damage integrity using modified faster region-based convolutional neural network. Multim. Tools Appl. 81 (13) (2022)
Shuiying Xiang, Tao Zhang, Shuqing Jiang, Yanan Han, Yahui Zhang, Chenyang Du, Xingxing Guo, Licun Yu, Yuechun Shi, Yue Hao
Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking. CoRR (2022)
Shuming Jiao, Ziwei Song, Shuiying Xiang
Adversarial attacks on an optical neural network. CoRR (2022)
Ziwei Song, Shuiying Xiang, Xingyu Cao, Shihao Zhao, Yue Hao
Experimental demonstration of photonic spike-timing-dependent plasticity based on a VCSOA. Sci. China Inf. Sci. 65 (8) (2022)
Yahui Zhang, Shuiying Xiang, Xingxing Guo, Aijun Wen, Yue Hao
A modified supervised learning rule for training a photonic spiking neural network to recognize digital patterns. Sci. China Inf. Sci. 64 (2) (2021)
Shuiying Xiang, Zhenxing Ren, Ziwei Song, Yahui Zhang, Xingxing Guo, Genquan Han, Yue Hao
Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification. IEEE Trans. Neural Networks Learn. Syst. 32 (6) (2021)
Yue Hao, Shuiying Xiang, Genquan Han, Jincheng Zhang, Xiaohua Ma, Zhangming Zhu, Xingxing Guo, Yahui Zhang, Yanan Han, Ziwei Song, Yan Liu, Ling Yang, Hong Zhou, Jiangyi Shi, Wei Zhang, Min Xu, Weisheng Zhao, Biao Pan, Yangqi Huang, Qi Liu, Yimao Cai, Jian Zhu, Xin Ou, Tiangui You, Huaqiang Wu, Bin Gao, Zhiyong Zhang, Guoping Guo, Yonghua Chen, Yong Liu, Xiangfei Chen, Chunlai Xue, Xingjun Wang, Lixia Zhao, Xihua Zou, Lianshan Yan, Ming Li
Recent progress of integrated circuits and optoelectronic chips. Sci. China Inf. Sci. 64 (10) (2021)
Shuiying Xiang, Yanan Han, Xingxing Guo, Aijun Wen, Genquan Han, Yue Hao
Real-time optical spike-timing dependent plasticity in a single VCSEL with dual-polarized pulsed optical injection. Sci. China Inf. Sci. 63 (6) (2020)
Xingxing Guo, Shuiying Xiang, Yahui Zhang, Aijun Wen, Yue Hao
Enhanced memory capacity of a neuromorphic reservoir computing system based on a VCSEL with double optical feedbacks. Sci. China Inf. Sci. 63 (6) (2020)
Yahui Zhang, Joshua Robertson, Shuiying Xiang, Matej Hejda, Julián Bueno, Antonio Hurtado
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes. CoRR (2020)
Shuiying Xiang, Zhenxing Ren, Yahui Zhang, Xingxing Guo, Ziwei Song, Aijun Wen, Yue Hao
Hardware Architecture and Algorithm Co-Design for Multi-Layer Photonic Neuromorphic Network with Excitable VCSELs-SA. OFC (2020)