Photonics Research, Volume. 12, Issue 6, 1222(2024)

Short-term prediction for chaotic time series based on photonic reservoir computing using VCSEL with a feedback loop

Xingxing Guo1... Hanxu Zhou1, Shuiying Xiang1,2,*, Qian Yu1, Yahui Zhang1,2, Yanan Han1, Tao Wang1 and Yue Hao2 |Show fewer author(s)
Author Affiliations
  • 1State Key Laboratory of Integrated Service Networks, Xidian University, Xi'an 710071, China
  • 2State Key Discipline Laboratory of Wide Bandgap Semiconductor Technology, School of Microelectronics, Xidian University, Xi'an 710071, China
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    References(47)

    [1] K.-J. Wu, T.-J. Wang. Prediction of chaotic time series based on RBF neural network optimization. Comput. Eng., 39, 207-208(2021).

    [24] L. L. Guo. Optimizing parameters of support vector machine’s model based on genetic algorithm. Comput. Eng. Appl., 29, 5016-5018(2008).

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    Xingxing Guo, Hanxu Zhou, Shuiying Xiang, Qian Yu, Yahui Zhang, Yanan Han, Tao Wang, Yue Hao, "Short-term prediction for chaotic time series based on photonic reservoir computing using VCSEL with a feedback loop," Photonics Res. 12, 1222 (2024)

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    Paper Information

    Category: Lasers and Laser Optics

    Received: Jan. 3, 2024

    Accepted: Mar. 18, 2024

    Published Online: May. 30, 2024

    The Author Email: Shuiying Xiang (syxiang@xidian.edu.cn)

    DOI:10.1364/PRJ.517275

    CSTR:32188.14.PRJ.517275

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