Laser & Optoelectronics Progress, Volume. 59, Issue 2, 0214001(2022)

A Configurable BP Neural Network Accelerator for Laser Welding Parameter Calculation

Boyu Fan1、*, Zaifeng Shi1,3、**, Zhe Wang1, Shaoxiong Li1, and Tao Luo2
Author Affiliations
  • 1School of Microelectronics, Tianjin University, Tianjin 300072, China
  • 2College of Intelligence and Computing, Tianjin University, Tianjin 300072, China
  • 3Tianjin Key Laboratory of Microelectronic Technology for Imaging and Sensing, Tianjin 300072, China
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    References(21)

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    [18] Zhou D W, Qiao X J, Zhang L J et al. Parameters optimization of laser welding process of galvanized steel and 6016 aluminum alloy based on BP neural network and its microstructure and mechanical properties[J]. The Chinese Journal of Nonferrous Metals, 24, 678-688(2014).

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    Boyu Fan, Zaifeng Shi, Zhe Wang, Shaoxiong Li, Tao Luo. A Configurable BP Neural Network Accelerator for Laser Welding Parameter Calculation[J]. Laser & Optoelectronics Progress, 2022, 59(2): 0214001

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    Paper Information

    Category: Lasers and Laser Optics

    Received: Jan. 29, 2021

    Accepted: Mar. 9, 2021

    Published Online: Dec. 23, 2021

    The Author Email: Boyu Fan (fanboyu@tju.edu.cn), Zaifeng Shi (shizaifeng@tju.edu.cn)

    DOI:10.3788/LOP202259.0214001

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