Acta Optica Sinica, Volume. 45, Issue 14, 1420008(2025)

Intelligent All-Optical Computing Engine—Photonic Detection Chips: Key Technologies and Development Pathways (Invited)

Tonglu Wang1,2, Yuyan Wang1、*, Jiyuan Zheng1, Chenchen Deng1, Jingtao Fan1,3, and Qionghai Dai1,3
Author Affiliations
  • 1Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing 100084, China
  • 2School of Integrated Circuits, Tsinghua University, Beijing 100084, China
  • 3Department of Automation, Tsinghua University, Beijing 100084, China
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    Figures & Tables(7)
    Basic principles of photodetection chips and structures of typical detectors[11], where P is P-type layer, I is intrinsic layer, M is multiplication layer, and N is N-type layer. (a) A PN junction leverages the photoelectric effect for photoelectric conversion; (b) structure of a PIN-type photodetector; (c) structure of an avalanche photodiode (APD) detector; (d) structure of a unilateral carrier detector
    Relevant reports on spatial light surface-incidence photodetection chips. (a) High-speed surface-incidence photodetector with a germanium thin film on a silicon substrate[16]; (b) vertical-structured photodetector array based on MAPbBr3 microspheres[17]; (c) time-space multiplexed optical computing architecture[18]; (d) monocrystalline photodetector based on two-dimensional semiconductor grown on a sapphire substrate[21]; (e) novel on-chip metasurface-enhanced mid-infrared photodetector[23]; (f) PbS quantum dots thin-film surface-incidence photodetector[24]
    Reports on the stacked alignment of photodetectors with normal incidence. (a) Schematic of a 3D photonic processor using 3D chip stacking and free-space optical interconnects[25-26]; (b) schematic of stacked meta-MEMS chips and array configuration[28]
    Relevant reports on waveguide-coupled photodetection chips. (a) III‒V photodetector with silicon-based waveguide coupling[34]; (b) schematic of a waveguide-integrated van der Waals PN heterojunction photodetector[35]; (c) epitaxial layer structure and band diagram of the reversely biased MUTC-PD[42]; (d) fully analog chip combining electronic and photonic computing[43]; (e) impedance-line-enhanced InP/InGaAs waveguide uni-traveling carrier photodetector[45]; (f) perovskite/Si3N4 monolithically heterogeneous integrated chip-scale photonic system[46]
    Architectures of photonic-electronic integrated chips. (a) Physical separation of detector arrays and processing circuits; (b) integration of photodetectors within memory and computing units
    Recent reports on integrated photodetection chips. (a) Schematic of an optical receiver implemented using 28 nm CMOS technology[48]; (b) 8×8-channel optoelectronic readout array fabricated with TSMC’s 180 nm RF CMOS process[49]; (c) monolithically integrated photonic computing chip system[50]; (d) 3D-integrated optoelectronic system combining arrays of electronic units and photonic devices[51]; (e) schematic corresponding to the cross-sectional view of a PD-RRAM unit[54]; (f) schematic of optical and electrical stimulation on an OEM array[55]
    • Table 1. Recent comparisons of on-chip photodetectors in intelligent optical computing chips

      View table

      Table 1. Recent comparisons of on-chip photodetectors in intelligent optical computing chips

      ArchitecturePhotodetector typeTechnical parameterInstitutionYearRef.
      Optical coherent dot-product chipWaveguide-coupled photodetector

      System latency: 10 ps

      System energy efficiency: 10 TOPS/W

      Shanghai Jiao Tong University2021[58]
      Microelectronic photonic integrated neural network (MIONN) architectureWaveguide-coupled photodetector

      System energy efficiency: 4.18 TOPS/W

      Modulator bandwidth: 10 GHz

      Accuracy: 78.5%

      Huazhong University of Science and Technology2023[59]
      Fully integrated photonic processorWaveguide-coupled photodetector

      System latency: 410 ns

      Accuracy: 92.5%

      Massachusetts Institute of Technology2024[50]
      Large-scale photonic chiplet TaichiWaveguide-coupled photodetector

      System energy efficiency: 160.82 TOPS/W

      Accuracy: 91.89%

      Tsinghua University2024[43]
      Fully forward mode training for optical neural networksWaveguide-coupled photodetector

      Energy efficiency: 5.40×106 TOPS/W

      Accuracy: 93.0%

      Tsinghua University2024[44]
      Compact silicon photonic computing engineWaveguide-coupled photodetector

      Information processing rates: 60 GHz

      Accuracy: 92.1%

      System energy efficiency: 41 TOPS/W

      The Chinese University of Hong Kong2024[60]
      High-integration silicon-based optical computing chipWaveguide-coupled photodetectorTypical power consumption: 0.5‒3 W @ 100 GOPSUniversity of Pennsylvania2024[9]
      The first monolithic integrated interconnection chip with photoelectric fusionWaveguide-coupled photodetector

      Modulator bandwidth:

      >20 GHz

      Detector responsivity: 0.8 A/W

      Chinese Academy of Sciences2025[47]
      Silicon-based parallel signal processorWaveguide-coupled photodetector

      Modulation speed: 39 Gbaud

      Computing power: 1.25 TOPS

      System latency: 201.6 ps

      Zhejiang University2025[61]
      New three-dimensional photonic electronic chipSurface-emitting photodetectorThe total bandwidth of the entire link: 800 Gb/sColumbia University2025[51]
      Integrated large-scale photonic accelerator with ultralow latencyWaveguide-coupled photodetector

      Computing speed: 1 GHz

      System latency: 3 ns/cycle

      System energy efficiency: 4.21 TOPS/W

      Lightelligence2025[6]
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    Tonglu Wang, Yuyan Wang, Jiyuan Zheng, Chenchen Deng, Jingtao Fan, Qionghai Dai. Intelligent All-Optical Computing Engine—Photonic Detection Chips: Key Technologies and Development Pathways (Invited)[J]. Acta Optica Sinica, 2025, 45(14): 1420008

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    Paper Information

    Category: Optics in Computing

    Received: Apr. 16, 2025

    Accepted: May. 27, 2025

    Published Online: Jul. 14, 2025

    The Author Email: Yuyan Wang (wangyuyan@tsinghua.edu.cn)

    DOI:10.3788/AOS250937

    CSTR:32393.14.AOS250937

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