Infrared and Laser Engineering, Volume. 52, Issue 9, 20220915(2023)

Tunable optical filter with integrated photonic reservoir computing

Wenlu Li1,2, Li Pei1,2, Bing Bai1,3, Xiaoyan Zuo1,2, Jianshuai Wang1,2, Jingjing Zheng1,2, Jing Li1,2, and Tigang Ning1,2
Author Affiliations
  • 1Key Laboratory of All-Optical Network and Advanced Telecommunication Network, Ministry of Education, Beijing Jiaotong University, Beijing 100044, China
  • 2Institute of Lightwave Technology, Beijing Jiaotong University, Beijing 100044, China
  • 3Photocounts Co., Ltd., Beijing 100080, China
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    Figures & Tables(14)
    Structure of photonic reservoir computing. (a) Overall structure; (b) Input layer
    Diagram of photonic filter system experimental setup
    Schematic diagram of device model in photonic reservoir computing. (a) Waveguide; (b) Directional coupler; (c) Optical modulation
    8 channel signal spectra of reservoir output. (a) Rout 1; (b) Rout 2; (c) Rout 3; (d) Rout 4; (e) Rout 5; (f) Rout 6; (g) Rout 7; (h) Rout 8
    Simulation training effect of IIR optical filter. (a) IIR filter spectrum fitting rendering; (b) Fitness curve
    Simulation training effect of FIR optical filter. (a) FIR filter spectrum fitting rendering; (b) Fitness curve
    IIR filter spectrum of waveguide at different lengths in reservoir. (a) Waveguide length of 400 μm; (b) The waveguide length of 500 μm; (c) The waveguide length of 600 μm
    FSR changing with waveguide length
    Output power of filter changing with the wavelength in different directional coupler radio
    Output power of filter changing with the wavelength in different phase shifts
    • Table 1. Setting parameters of the corresponding α of IIR optical filter

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      Table 1. Setting parameters of the corresponding α of IIR optical filter

      |ylabel|max|ylabel|minabx
      10.054.510.95
    • Table 2. IIR optical filter 8 channel signal weight training value

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      Table 2. IIR optical filter 8 channel signal weight training value

      IIR1st2nd3rd4th5th6th7th8th
      WAmp0.4960.0150.8470.3580.2400.6490.8650.641
      φw4.7170.5935.011.1764.0720.1732.1801.935
    • Table 3. Setting parameters of the corresponding α of FIR optical filter

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      Table 3. Setting parameters of the corresponding α of FIR optical filter

      |y’label|max|y’label|mina’b’x’
      0.810240.4
    • Table 4. FIR optical filter 8 channel signal weight training value

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      Table 4. FIR optical filter 8 channel signal weight training value

      FIR1st2nd3rd4th5th6th7th8th
      WAmp0.9660.4520.9980.9280.6850.9910.9970.766
      φw3.2582.8613.0975.1893.0800.2596.2825.246
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    Wenlu Li, Li Pei, Bing Bai, Xiaoyan Zuo, Jianshuai Wang, Jingjing Zheng, Jing Li, Tigang Ning. Tunable optical filter with integrated photonic reservoir computing[J]. Infrared and Laser Engineering, 2023, 52(9): 20220915

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    Paper Information

    Category: Optical devices

    Received: Jan. 3, 2023

    Accepted: --

    Published Online: Oct. 23, 2023

    The Author Email:

    DOI:10.3788/IRLA20220915

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