Shuiying Xiang

25 papers Journal 24Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	FPGA-based hardware accelerator designed for convolutional residual spiking neural networks. Sci. China Inf. Sci. Yahui Zhang, Shuiying Xiang, Chenyang Du, Tao Zou, Xingxing Guo, Ling Zheng, Licun Yu, Genquan Han, Yue Hao
2026	J	`jnl`	Stochastic modeling of microcavity laser-based photonic reservoir computing: An information processing capacity perspective. Neural Networks Juncheng Huang, Tao Wang, Kathy Lüdge, Yanan Han, Shuiying Xiang, Yue Hao
2025	J	`jnl`	Hardware-Software Collaborative Computing of Photonic Spiking Reinforcement Learning for Robotic Continuous Control. CoRR Mengting Yu, Shuiying Xiang, Changjian Xie, Yonghang Chen, Haowen Zhao, Xingxing Guo, Yahui Zhang, Yanan Han, Yue Hao
2025	J	`jnl`	S4-KD: A single step spiking SiamFC+ + for object tracking with knowledge distillation. Neural Networks Wenzhuo Liu, Shuiying Xiang, Tao Zhang, Yanan Han, Yahui Zhang, Xingxing Guo, Licun Yu, Yue Hao
2024	J	`jnl`	Conversion of a single-layer ANN to photonic SNN for pattern recognition. Sci. China Inf. Sci. Yanan Han, Shuiying Xiang, Tianrui Zhang, Yahui Zhang, Xingxing Guo, Yuechun Shi
2024	J	`jnl`	Experimental and numerical demonstration of hierarchical time-delay reservoir computing based on cascaded VCSELs with feedback and multiple injections. Sci. China Inf. Sci. Xingxing Guo, Shuiying Xiang, Xingyu Cao, Biling Gu
2024	J	`jnl`	Experimental demonstration of a photonic spiking neuron based on a DFB laser subject to side-mode optical pulse injection. Sci. China Inf. Sci. Shuiying Xiang, Shuang Gao, Yuechun Shi, Yuna Zhang, Ziwei Song, Xingxing Guo, Yahui Zhang, Yuxin Ma, Xiangfei Chen
2024	J	`jnl`	Wideband chaos generation using a VCSEL with intensity modulation optical injection for random number generation. Sci. China Inf. Sci. Yu Huang, Shuangquan Gu, Yuhang Feng, Yigong Yang, Shuiying Xiang, Pei Zhou, Nianqiang Li
2023	J	`jnl`	Nonlinear neural computation in an integrated FP-SA spiking neuron subject to incoherent dual-wavelength optical pulse injections. Sci. China Inf. Sci. Ziwei Song, Shuiying Xiang, Xingxing Guo, Shuang Gao, Biling Gu, Dianzhuang Zheng, Xiangfei Chen, Yuechun Shi
2023	J	`jnl`	Reservoir computing and task performing through using high-β lasers with delayed optical feedback. CoRR Tao Wang, Can Jiang, Qing Fang, Xingxing Guo, Yahui Zhang, Chaoyuan Jin, Shuiying Xiang
2022	J	`jnl`	Adversarial attacks on an optical neural network. CoRR Shuming Jiao, Ziwei Song, Shuiying Xiang
2022	J	`jnl`	Engineering-oriented bridge multiple-damage detection with damage integrity using modified faster region-based convolutional neural network. Multim. Tools Appl. Licun Yu, Shuanhai He, Xiaosong Liu, Ming Ma, Shuiying Xiang
2022	J	`jnl`	Experimental demonstration of photonic spike-timing-dependent plasticity based on a VCSOA. Sci. China Inf. Sci. Ziwei Song, Shuiying Xiang, Xingyu Cao, Shihao Zhao, Yue Hao
2022	J	`jnl`	Hardware-algorithm collaborative computing with photonic spiking neuron chip based on integrated Fabry-Pérot laser with saturable absorber. CoRR 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
2022	J	`jnl`	Spiking SiamFC++: Deep Spiking Neural Network for Object Tracking. CoRR Shuiying Xiang, Tao Zhang, Shuqing Jiang, Yanan Han, Yahui Zhang, Chenyang Du, Xingxing Guo, Licun Yu, Yuechun Shi, Yue Hao
2021	J	`jnl`	A modified supervised learning rule for training a photonic spiking neural network to recognize digital patterns. Sci. China Inf. Sci. Yahui Zhang, Shuiying Xiang, Xingxing Guo, Aijun Wen, Yue Hao
2021	J	`jnl`	Computing Primitive of Fully VCSEL-Based All-Optical Spiking Neural Network for Supervised Learning and Pattern Classification. IEEE Trans. Neural Networks Learn. Syst. Shuiying Xiang, Zhenxing Ren, Ziwei Song, Yahui Zhang, Xingxing Guo, Genquan Han, Yue Hao
2021	J	`jnl`	Recent progress of integrated circuits and optoelectronic chips. Sci. China Inf. Sci. 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
2020	J	`jnl`	All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes. CoRR Yahui Zhang, Joshua Robertson, Shuiying Xiang, Matej Hejda, Julián Bueno, Antonio Hurtado
2020	J	`jnl`	Enhanced memory capacity of a neuromorphic reservoir computing system based on a VCSEL with double optical feedbacks. Sci. China Inf. Sci. Xingxing Guo, Shuiying Xiang, Yahui Zhang, Aijun Wen, Yue Hao
2020	—	`conf`	Hardware Architecture and Algorithm Co-Design for Multi-Layer Photonic Neuromorphic Network with Excitable VCSELs-SA. OFC Shuiying Xiang, Zhenxing Ren, Yahui Zhang, Xingxing Guo, Ziwei Song, Aijun Wen, Yue Hao
2020	J	`jnl`	Real-time optical spike-timing dependent plasticity in a single VCSEL with dual-polarized pulsed optical injection. Sci. China Inf. Sci. Shuiying Xiang, Yanan Han, Xingxing Guo, Aijun Wen, Genquan Han, Yue Hao
2019	J	`jnl`	Multi-user image encryption algorithm based on synchronized random bits generator in semiconductor lasers network. Multim. Tools Appl. Haoning Wang, Shuiying Xiang, Junkai Gong
2017	J	`jnl`	The Role of Master Laser with Feedback in Time-Delay Signature Suppression of Semiconductor Laser Subject to Chaotic Optical Injection. Int. J. Bifurc. Chaos Liyue Zhang, Wei Pan, Penghua Mu, Xiaofeng Li, Shuiying Xiang, Weili Zhang, Ning Jiang, Nianqiang Li
2014	J	`jnl`	Simultaneous unidirectional and bidirectional chaos-based optical communication using hybrid coupling semiconductor lasers. Sci. China Inf. Sci. Ning Jiang, Wei Pan, Bin Luo, Lianshan Yan, Shuiying Xiang