Acta Optica Sinica, Volume. 45, Issue 17, 1720002(2025)

Research Progress in Silicon‐Based on‐Chip Integrated Optical Neural Networks (Invited)

Guoyi Tao1,2, Can Huang1,2, Qinghai Song1,2, and Ke Xu1,2、*
Author Affiliations
  • 1School of Integrated Circuits, Harbin Institute of Technology (Shenzhen), Shenzhen 518055, Guangdong , China
  • 2Guangdong Provincial Key Laboratory of Semiconductor Optoelectronic Materials and Intelligent Photonic Systems, Shenzhen 518055, Guangdong , China
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    References(129)

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    [34] Fu T Z, Sun R, Huang Y Y et al. Review of on‑chip integrated optical neural networks (invited)[J]. Chinese Journal of Lasers, 51, 0119002(2024).

    [54] Bianchi F M, Grattarola D, Livi L et al. Graph neural networks with convolutional ARMA filters[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, 3496-3507(2022).

    [69] Yi P, Wang Z Y, Jiang K et al. A progressive fusion generative adversarial network for realistic and consistent video super-resolution[J]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 44, 2264-2280(2022).

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    Guoyi Tao, Can Huang, Qinghai Song, Ke Xu. Research Progress in Silicon‐Based on‐Chip Integrated Optical Neural Networks (Invited)[J]. Acta Optica Sinica, 2025, 45(17): 1720002

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    Paper Information

    Category: Optics in Computing

    Received: May. 22, 2025

    Accepted: Jun. 25, 2025

    Published Online: Sep. 3, 2025

    The Author Email: Ke Xu (kxu@hit.edu.cn)

    DOI:10.3788/AOS251135

    CSTR:32393.14.AOS251135

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