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

Xingxing Guo; Hanxu Zhou; Shuiying Xiang; Qian Yu; Yahui Zhang; Yanan Han; Tao Wang; Yue Hao

doi:10.1364/PRJ.517275

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 Xiang^1,2、*, Qian Yu¹, Yahui Zhang^1,2, Yanan Han¹, Tao Wang¹, and Yue Hao²

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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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

Topics

laser devices and laser physics

Lasers and Laser Optics

Laser physics

laser manufacturing

Instrumentation, Measurement and Metrology