Advanced Photonics Nexus, Volume. 2, Issue 3, 036014(2023)

Joint device architecture algorithm codesign of the photonic neural processing unit

Li Pei1, Zeya Xi1, Bing Bai1,2、*, Jianshuai Wang1, Jingjing Zheng1, Jing Li1, and Tigang Ning1
Author Affiliations
  • 1Beijing Jiaotong University, Institute of Lightwave Technology, Key Lab of All Optical Network & Advanced Telecommunication Network of EMC, Beijing, China
  • 2Photoncounts (Beijing) Technology Co. Ltd., Beijing, China
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    References(19)

    [6] A. S. Rekhi et al. Analog/mixed-signal hardware error modeling for deep learning inference(2019).

    [15] D. Dang et al. BPLight-CNN: a photonics-based backpropagation accelerator for deep learning, 17(2021).

    [17] A. Krizhevsky, G. Hinton. Learning multiple layers of features from tiny images. Handbook of Systemic Autoimmune Diseases, 2(2009).

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    Li Pei, Zeya Xi, Bing Bai, Jianshuai Wang, Jingjing Zheng, Jing Li, Tigang Ning, "Joint device architecture algorithm codesign of the photonic neural processing unit," Adv. Photon. Nexus 2, 036014 (2023)

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    Paper Information

    Category: Research Articles

    Received: Jul. 4, 2022

    Accepted: Apr. 6, 2023

    Published Online: Jun. 12, 2023

    The Author Email: Bing Bai (baibing@bjtu.edu.cn)

    DOI:10.1117/1.APN.2.3.036014

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