Chiral-Quantum-Optics-Based Supervised Learning |
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| Authors: | Wei-Bin Yan Ying-Jie Zhang Zhong-Xiao Man Heng Fan Yun-Jie Xia |
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| Institution: | 1. College of Physics and Engineering, Qufu Normal University, Qufu, 273165 China;2. Beijing National Laboratory for Condensed Matter Physics, Institute of Physics, Chinese Academy of Sciences, Beijing, 100190 China |
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| Abstract: | Based on the excellent control of single photons realized by atom-photon-chiral couplings,a novel quantum-optics scheme for supervised learning is proposed. The single-photon rotating and phase-shift operations, which can be controlled by another single photon, are realized by proper atom-photon-chiral couplings. Then, an algorithm to perform the supervised learning tasks, composed by integrating the realized gates, and implemented by the tunable gate parameters, is realized. |
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| Keywords: | chiral quantum optics photonic quantum computation supervised learning waveguide QED |
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