Advanced Photonics Nexus, Volume. 3, Issue 4, 046003(2024)

Decision-making and control with diffractive optical networks

Jumin Qiu1, Shuyuan Xiao2,3, Lujun Huang4、*, Andrey Miroshnichenko5, Dejian Zhang1, Tingting Liu2,3、*, and Tianbao Yu1、*
Author Affiliations
  • 1Nanchang University, School of Physics and Materials Science, Nanchang, China
  • 2Nanchang University, School of Information Engineering, Nanchang, China
  • 3Nanchang University, Institute for Advanced Study, Nanchang, China
  • 4East China Normal University, School of Physics and Electronic Science, Shanghai, China
  • 5University of New South Wales Canberra, School of Physics and Electronic Science, Canberra, Australia
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    References(47)

    [3] Q. Chen et al. Enhanced LSTM for natural language inference, 1657-1668(2017).

    [4] J. Devlin et al. BERT: pre-training of deep bidirectional transformers for language understanding, 4171-4186(2019).

    [5] A. Grover, J. Leskovec. Node2vec: scalable feature learning for networks, 855-864(2016).

    [9] M. A. Aceves-Fernandez, L. Huang, L. Xu, A. E. Miroshnichenko. Deep learning enabled nanophotonics. Advances and Applications in Deep Learning(2020).

    [29] Y. Bengio, D. P. Kingma, J. Ba, Y. LeCun. Adam: a method for stochastic optimization(2015).

    [33] M. Ranzato, I. O. Tolstikhin et al. MLP-mixer: an all-MLP architecture for vision. Advances in Neural Information Processing Systems, 34, 24261-24272(2021).

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    Jumin Qiu, Shuyuan Xiao, Lujun Huang, Andrey Miroshnichenko, Dejian Zhang, Tingting Liu, Tianbao Yu, "Decision-making and control with diffractive optical networks," Adv. Photon. Nexus 3, 046003 (2024)

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    Paper Information

    Category: Research Articles

    Received: Feb. 7, 2024

    Accepted: May. 13, 2024

    Published Online: May. 31, 2024

    The Author Email: Huang Lujun (ljhuang@phy.ecnu.edu.cn), Liu Tingting (ttliu@ncu.edu.cn), Yu Tianbao (yutianbao@ncu.edu.cn)

    DOI:10.1117/1.APN.3.4.046003

    CSTR:32397.14.1.APN.3.4.046003

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