Photonics Research, Volume. 13, Issue 3, 728(2025)

Heterogeneous forecasting of chaotic dynamics in vertical-cavity surface-emitting lasers with knowledge-based photonic reservoir computing

Liyue Zhang*, Chenkun Huang, Songsui Li, Wei Pan, Lianshan Yan, and Xihua Zou
Author Affiliations
  • Center for Information Photonics and Communications, Southwest Jiaotong University, Chengdu 611756, China
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    References(54)

    [25] D. Brunner, M. C. Soriano, G. Van der Sande. Photonic Reservoir Computing: Optical Recurrent Neural Networks(2019).

    [43] Y. Huang, P. Zhou, Y. G. Yang. Enhanced performance of reservoir computing using multiple self-injection and mutual injection VCSELs. IEEE J. Sel. Top. Quantum Electron., 29(2023).

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    Liyue Zhang, Chenkun Huang, Songsui Li, Wei Pan, Lianshan Yan, Xihua Zou, "Heterogeneous forecasting of chaotic dynamics in vertical-cavity surface-emitting lasers with knowledge-based photonic reservoir computing," Photonics Res. 13, 728 (2025)

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    Paper Information

    Category: Optoelectronics

    Received: Jul. 31, 2024

    Accepted: Jan. 12, 2025

    Published Online: Mar. 3, 2025

    The Author Email: Liyue Zhang (lyzhang@swjtu.edu.cn)

    DOI:10.1364/PRJ.538181

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