代表性成果:
1.Y. Zhang, S. Xiang, X. Cao; X. Guo; G. Han; Y. Hao, Plastic Photonic Synapse based on VCSOA for Self-learning in Photonic Spiking Neural Network, IEEE/OSA Journal of Lightwave Technology, 2022. (中科院II区)
2.Y. Zhang, S. Xiang, X. Cao, S. Zhao, X. Guo, A. Wen, Y. Hao. Experimental demonstration of pyramidal neuron-like dynamics dominated by dendritic action potentials based on a VCSEL for all-optical XOR classification task, Photonics Research, 2021, 9(6): 1055 - 1061.(中科院I区)
3.Y. Zhang, J. Robertson, S. Xiang, M. Hejda, J. Bueno and A. Hurtado, All-optical neuromorphic binary convolution with a spiking VCSEL neuron for image gradient magnitudes, Photonics Research, 2021, 9(5): B201 - B208.(中科院I区)
4.Y. Zhang, S.Xiang, X. Guo, A. Wen, and Y. Hao, A modified supervised learning rule for training a photonic spiking neural network to recognize digital patterns, Science China information science, 64(2) 122403, 2021. (中科院II区)
5.Y. Zhang, S.Xiang, X. Guo, A. Wen, and Y. Hao, The winner-take-all mechanism for all-optical systems of pattern recognition and max-pooling operation, IEEE/OSA Journal of Lightwave Technology, 38(18), 5071 – 5077, 2020. (中科院II区)
6.Y. Zhang, S. Xiang, X. Guo, A. Wen, and Y. Hao, All-optical inhibitory dynamics in photonic neuron based on polarization mode competition in a VCSEL with an embedded saturable absorber, Optics Letters. 44(7):1548-1551, 2019. (入选Editor’s Pick,中科院II区)
7.Y. Zhang, S. Xiang, X. Guo, A. Wen, and Y. Hao, Polarization- resolved and polarization- multiplexed spike encoding properties in photonic neuron based on VCSEL-SA, Scientific Reports 8:16095, 2018. (中科院III区)
8.Y. Zhang, S. Xiang, X. Guo, A. Wen, Y. Hao. Spike encoding and storage properties in mutually coupled vertical-cavity surface-emitting lasers subject to optical pulse injection. Applied Optics, 2018, 57(7): 1731-1737.(中科院III区)
9.S.Xiang*, Y. Zhang, X. Guo, A. Wen, and Y. Hao, Photonic generation of neuron-like dynamics using VCSELs subject to double polarized optical injection, IEEE/OSA Journal of Lightwave Technology, 36(19), 4227-4234, Mar. 2018. (中科院II区)
10.S.Xiang* , Y. Zhang, J. Gong, X. Guo, L. Lin and Y. Hao, STDP-based unsupervised spike pattern learning in a photonic spiking neural network with VCSELs and VCSOAs, IEEE Journal of Selected Topics Quantum Electronics, 25(6): 1700109, Nov./Dec. 2019. (中科院II区)
11.J. Robertson, Y. Zhang, M. Hejda, J. Bueno, S. Xiang, and A. Hurtado, Image edge detection with a photonic spiking VCSEL-neuron, Optics Express, 28(25): 37526-37537, 2020. (中科院II区)