Experimental Implementation of a Photonic Neural Network with a 1550nm-VCSEL subject to Optical Injection and Delayed Optical Feedback

被引：0
|
作者：
Bueno, Julian [1 ]
Robertson, Joshua [1 ]
Hejda, Matej [1 ]
Hurtado, Antonio [1 ]
机构：
[1] Univ Strathclyde, Technol & Innovat Ctr, Inst Photon, Dept Phys, Glasgow, Lanark, Scotland
来源：
2020 IEEE PHOTONICS CONFERENCE (IPC) | 2020年
基金：
英国工程与自然科学研究理事会; 欧盟地平线“2020”;
关键词：
VCSEL; artificial intelligence; reservoir computing; optical delayed feedback; signal processing;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
We investigate experimentally the performance of an ultrafast photonic reservoir computer based on an off-the-shelf 1550nm-VCSEL subject to optical injection and delayed optical feedback, creating an artificial network of hundreds of GHz-speed neurons. We also demonstrate successful operation in different complex processing tasks.
引用
收藏
页数：2
相关论文
共 50 条
  • [31] Experimental study on the dynamics of polarized strong optical injection in 1550 nm VCSELs
    Guo, Peng
    Peng, Huanfa
    Hu, Weiwei
    Zhu, Lixin
    Chen, Zhangyuan
    OPTICS LETTERS, 2014, 39 (14) : 4282 - 4285
  • [32] Experimental investigation on the time-delay signature of chaotic output from a 1550 nm VCSEL subject to FBG feedback
    Zhong, Zhu-Qiang
    Wu, Zheng-Mao
    Xia, Guang-Qiong
    PHOTONICS RESEARCH, 2017, 5 (01) : 6 - 10
  • [33] Comparison of the linewidths of photonic microwave signals generated by semiconductor lasers subject to optical injection and optical feedback
    Lin, Lyu-Chih
    Liu, Ssu-Hsin
    Lin, Fan-Yi
    2016 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2016,
  • [34] Routes to broadband laser chaos with dynamics switching in a 1550-nm VCSEL laser subjected to optical feedback
    Li, Qingtian
    Jia, Zhiwei
    Wang, Longsheng
    Guo, Yuanyuan
    Chang, Pengfa
    Wang, Yuncai
    Wang, Anbang
    OPTICS EXPRESS, 2025, 33 (05): : 9695 - 9706
  • [35] Structure of the Polarization Switching Regions in 1550nm VCSELs Subject to Orthogonal Optical Injection
    Quirce, A.
    Perez, P.
    Lin, H.
    Valle, A.
    Pesquera, L.
    Panajotov, K.
    Thienpont, H.
    2014 24TH IEEE INTERNATIONAL SEMICONDUCTOR LASER CONFERENCE (ISLC 2014), 2014, : 141 - 142
  • [36] Wavelength-induced polarization bistability in 1550 nm VCSELs subject to orthogonal optical injection
    Torre, M. S.
    Quirce, A.
    Valle, A.
    Pesquera, L.
    JOURNAL OF THE OPTICAL SOCIETY OF AMERICA B-OPTICAL PHYSICS, 2010, 27 (12) : 2542 - 2548
  • [37] Very Wide Hysteresis Cycles in 1550-nm VCSELs Subject to Orthogonal Optical Injection
    Quirce, Ana
    Valle, Angel
    Pesquera, Luis
    IEEE PHOTONICS TECHNOLOGY LETTERS, 2009, 21 (17) : 1193 - 1195
  • [38] Numerical investigation of photonic microwave generation in an optically pumped spin-VCSEL subject to optical feedback
    Huang, Yu
    Gu, Shuangquan
    Zeng, Yao
    Shen, Zhenye
    Zhou, Pei
    Li, Nianqiang
    OPTICS EXPRESS, 2023, 31 (06) : 9827 - 9840
  • [39] Control of the Emitted Polarization in a 1310 nm spin-VCSEL Subject to Circularly Polarized Optical Injection
    Alharthi, S. S.
    Hurtado, A.
    Korpijarvi, V. -M.
    Guina, M.
    Henning, I. D.
    Adams, M. J.
    2014 CONFERENCE ON LASERS AND ELECTRO-OPTICS (CLEO), 2014,
  • [40] Polarization switching and bistability in a 1300 nm spin-VCSEL Subject to Circularly Polarized Optical Injection
    Alharthi, S. S.
    Hurtado, A.
    Korpijarvi, V. -M.
    Guina, M.
    Henning, I. D.
    Adams, M. J.
    2014 IEEE PHOTONICS CONFERENCE (IPC), 2014, : 95 - 96
12345