Enhanced prediction performance of a time-delay reservoir computing system based on a VCSEL by dual-training method
Bi Ling Gu , Shui Ying Xiang , Xing Xing Guo , Dian Zhuang Zheng
Optics Express 30 ( 17) 30779 -30790
8
2022
Study on the dynamic and unpredictability properties of an optical microring resonator with modulation
Lei Yang , Wei Pan , Lian Shan Yan , Bin Luo
Optical Engineering 50 ( 8) 084203
2
2011
Supervised learning and pattern recognition in photonic spiking neural networks based on MRR and phase-change materials
Yu Na Zhang , Shui Ying Xiang , Ya Nan Han , Xing Xing Guo
Optics Communications 549 129870 -129870
3
2023
Cascadable excitability and inhibition in DFB laser-based photonic spiking neurons
Shuang Gao , Shui Ying Xiang , DianZhuang Zheng , Yue Chun Shi
Optics Communications 554 130207 -130207
2
2024
Photonic convolutional reservoir computing based on VCSEL with multiple optical injections
Han Xu Zhou , Shui Ying Xiang , Xing Xing Guo , Bi Ling Gu
Optics Communications 545 129711 -129711
2
2023
Experimental Demonstration of Modulation Format Recognition Using Reservoir Computing Based on VCSEL With Gradient-like Boosting
Xing Xing Guo , Shui Ying Xiang , Ya Hui Zhang , Bi ling Gu
IEEE Journal of Selected Topics in Quantum Electronics 29 ( 6: Photonic Signal Processing) 1 -8
2
2023
Iris Flower Recognition Using Four-Channels Ring Photonic Reservoir Computing Based on Unidirectional Coupled VCSELs
Qian Yu , Shui Ying Xiang , Xing Xing Guo , Ya Hui Zhang
IEEE Journal of Quantum Electronics 59 ( 5) 1 -8
2023
Properties of Isochronal Chaos Synchronization of Semiconductor Lasers with Multiple Mutual Time-delayed Couplings
刘莹莹 LIU Yingying , 潘炜 PAN Wei , 江宁 JIANG Ning , 项水英 XIANG Shuiying
Acta Photonica Sinica 41 ( 9) 1023 -1027
2012
Synchronization Regime of Star-Type Laser Network With Heterogeneous Coupling Delays
ShuiYing Xiang , AiJun Wen , Wei Pan
IEEE Photonics Technology Letters 28 ( 18) 1988 -1991
14
2016
Simultaneous unidirectional and bidirectional chaos-based optical communication using hybrid coupling semiconductor lasers
Ning Jiang , Wei Pan , Bin Luo , LianShan Yan
Science in China Series F: Information Sciences 57 ( 1) 1 -11
4
2014
COMPLEXITY AND SYNCHRONIZATION IN CHAOTIC INJECTION-LOCKING SEMICONDUCTOR LASERS
LEI YANG , WEI PAN , LIAN SHAN YAN , BIN LUO
Modern Physics Letters B 25 ( 26) 2061 -2067
1
2011
Dynamic behavior and complexity of modulated optical micro ring resonator
杨磊 Lei Yang , 潘炜 Wei Pan , 罗斌 Bin Luo , 项水英 ShuiYing Xiang
Chinese Optics Letters 9 ( 6) 061402 -61405
1
2011
Dynamical behaviors and complexity of erbium-doped fiber dualring laser with time delay feedback
Lei YANG , Wei PAN , Bin LUO , Ning JIANG
Journal of Optoelectronics. Laser
2011
Convolutional Image Edge Detection Using Ultrafast Photonic Spiking VCSEL Neurons
Shuiying Xiang , Antonio Hurtado , Joshua Robertson , Julian Bueno
arXiv: Image and Video Processing
2
2020
All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes
Shuiying Xiang , Antonio Hurtado , Joshua Robertson , JuliÁn Bueno
arXiv: Optics
29
2020
A modified supervised learning rule for training a photonic spiking neural network to recognize digital patterns
Shuiying Xiang , Yue Hao , Xingxing Guo , Aijun Wen
Science in China Series F: Information Sciences 64 ( 2) 1 -9
2021
Delay-weight plasticity-based supervised learning in optical spiking neural networks
Shuiying Xiang , Yue Hao , Aijun Wen , Yanan Han
Photonics Research 9 ( 4)
12
2021
A review: Photonics devices, architectures, and algorithms for optical neural computing
Shuiying Xiang , Weiwen Zou , Jianji Dong , Yue Hao
Journal of Semiconductors 42 ( 2) 023105
29
2021
Experimental demonstration of pyramidal neuron-like dynamics dominated by dendritic action potentials based on a VCSEL for all-optical XOR classification task
Shuiying Xiang , Yue Hao , Xingxing Guo , Aijun Wen
Photonics Research 9 ( 6) 1055 -1061
10
2021
All-optical Sudoku solver with photonic spiking neural network
Shuiying Xiang , Yue Hao , Yanan Han , Ziwei Song
Optics Communications 495 127068
4
2021
Nianqiang Li Xihua Zou Yongsheng Gao Liyue Zhang Kunhua Wen Antonio Hurtado Wei Li Zhang (张伟利 Dr/Prof) Jianji DONG Xiaofeng LI(李孝峰) Pan Shilong Jianping Yao Ingo Fischer Claudio R. Mirasso Miguel C. Soriano (Miguel Cornelles Soriano) (ORCID:0000-0002-6140-8451) Luciano Zunino (L. Zunino) Osvaldo Anibal Rosso Yun-Cai WANG Rajarshi Roy Alain Destexhe Dean Buonomano