Silicon Photonics Neuromorphic Computing and its Application to Telecommunications (invited)

被引:0
|
作者
Katumba, Andrew [1 ]
Yin, Xin [2 ]
Dambre, Joni [3 ]
Bienstman, Peter [1 ]
机构
[1] Ghent Univ IMEC, Dept Informat Technol, Photon Res Grp, Ghent, Belgium
[2] Ghent Univ IMEC, Dept Informat Technol, IDLab, Ghent, Belgium
[3] Ghent Univ IMEC, Dept Elect & Informat Syst, IDLab, Ghent, Belgium
基金
欧盟地平线“2020”;
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
We present simulations on the brain-inspired paradigm of Photonic Reservoir Computing integrated on a silicon photonics chips as a promising alternative to solve problems like non-linear dispersion compensation in the analogue optical domain, without requiring complicated electric DSP.
引用
收藏
页数:3
相关论文
共 50 条
  • [1] Neuromorphic Computing Based on Silicon Photonics and Reservoir Computing
    Katumba, Andrew
    Freiberger, Matthias
    Laporte, Floris
    Lugnan, Alessio
    Sackesyn, Stijn
    Ma, Chonghuai
    Dambre, Joni
    Bienstman, Peter
    [J]. IEEE JOURNAL OF SELECTED TOPICS IN QUANTUM ELECTRONICS, 2018, 24 (06)
  • [2] Silicon photonics for energy-efficient neuromorphic computing
    Tossoun, Bassem
    [J]. EMERGING APPLICATIONS IN SILICON PHOTONICS III, 2022, 12334
  • [3] Photonics for Neuromorphic Computing
    Prucnal, Paul R.
    Tait, Alexander N.
    Nahmias, Mitchell A.
    de Lima, Thomas Ferreira
    Peng, Hsuan-Tung
    Shastri, Bhavin J.
    [J]. 2018 EUROPEAN CONFERENCE ON OPTICAL COMMUNICATION (ECOC), 2018,
  • [4] Silicon Photonics for Neuromorphic Computing and Artificial Intelligence: Applications and Roadmap
    Shastri, B. J.
    Huang, C.
    Tait, A. N.
    Ferreira de Lima, T.
    Prucnal, P. R.
    [J]. 2022 PHOTONICS & ELECTROMAGNETICS RESEARCH SYMPOSIUM (PIERS 2022), 2022, : 18 - 26
  • [5] Heterogeneously Integrated III-V on Silicon Photonics for Neuromorphic Computing
    Tossoun, Bassem
    Jha, Aashu
    Giamougiannis, George
    Cheung, Stanley
    Xiao, Xian
    Van Vaerenbergh, Thomas
    Kurczveil, Geza
    Beausoleil, Raymond G.
    [J]. 2023 IEEE PHOTONICS SOCIETY SUMMER TOPICALS MEETING SERIES, SUM, 2023,
  • [6] Multiwavelength Neuromorphic Silicon Photonics
    Shastri, Bhavin J.
    Tait, Alexander N.
    Nahmias, Mitchell A.
    de Lima, Thomas Ferreira
    Peng, Hsuan-Tung
    Prucnal, Paul R.
    [J]. 2019 CONFERENCE ON LASERS AND ELECTRO-OPTICS EUROPE & EUROPEAN QUANTUM ELECTRONICS CONFERENCE (CLEO/EUROPE-EQEC), 2019,
  • [7] Photonics for artificial intelligence and neuromorphic computing
    Shastri, Bhavin J.
    Tait, Alexander N.
    de Lima, T. Ferreira
    Pernice, Wolfram H. P.
    Bhaskaran, Harish
    Wright, C. D.
    Prucnal, Paul R.
    [J]. NATURE PHOTONICS, 2021, 15 (02) : 102 - 114
  • [8] Photonics for artificial intelligence and neuromorphic computing
    Bhavin J. Shastri
    Alexander N. Tait
    T. Ferreira de Lima
    Wolfram H. P. Pernice
    Harish Bhaskaran
    C. D. Wright
    Paul R. Prucnal
    [J]. Nature Photonics, 2021, 15 : 102 - 114
  • [9] Photonics approaches to the implementation of neuromorphic computing
    Musorin, A. I.
    Shorokhov, A. S.
    Chezhegov, A. A.
    Baluyan, T. G.
    Safronov, K. R.
    Chetvertukhin, A. V.
    Grunin, A. A.
    Fedyanin, A. A.
    [J]. PHYSICS-USPEKHI, 2023, 66 (12) : 1284 - 1297
  • [10] Photonics approaches to the implementation of neuromorphic computing
    Musorin, A.I.
    Shorokhov, A.S.
    Chezhegov, A.A.
    Baluyan, T.G.
    Safronov, K.R.
    Chetvertukhin, A.V.
    Grunin, A.A.
    Fedyanin, A.A.
    [J]. Physics-Uspekhi, 2023, 66 (12): : 1211 - 1223