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Interface-engineered non-volatile visible-blind photodetector for in-sensor computing

Author

Listed:
  • Ge Li

    (Chinese Academy of Sciences)

  • Donggang Xie

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

  • Qinghua Zhang

    (Chinese Academy of Sciences)

  • Mingzhen Zhang

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

  • Zhuohui Liu

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Zheng Wang

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

  • Jiahui Xie

    (Chinese Academy of Sciences
    University of Chinese Academy of Sciences)

  • Erjia Guo

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

  • Meng He

    (Chinese Academy of Sciences)

  • Can Wang

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

  • Lin Gu

    (Tsinghua University)

  • Guozhen Yang

    (Chinese Academy of Sciences)

  • Kuijuan Jin

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

  • Chen Ge

    (Chinese Academy of Sciences
    University of Chinese Academy of Science)

Abstract

Ultraviolet (UV) detection is extensively used in a variety of applications. However, the storage and processing of information after detection require multiple components, resulting in increased energy consumption and data transmission latency. In this paper, a reconfigurable UV photodetector based on CeO2/SrTiO3 heterostructures is demonstrated with in-sensor computing capabilities achieved through interface engineering. We show that the non-volatile storage capability of the device could be significantly improved by the introduction of an oxygen reservoir. A photodetector array operated as a single-layer neural network was constructed, in which edge detection and pattern recognition were realized without the need for external memory and computing units. The location and classification of corona discharges in real-world environments were also simulated and achieved an accuracy of 100%. The approach proposed here offers promising avenues and material options for creating non-volatile smart photodetectors.

Suggested Citation

  • Ge Li & Donggang Xie & Qinghua Zhang & Mingzhen Zhang & Zhuohui Liu & Zheng Wang & Jiahui Xie & Erjia Guo & Meng He & Can Wang & Lin Gu & Guozhen Yang & Kuijuan Jin & Chen Ge, 2025. "Interface-engineered non-volatile visible-blind photodetector for in-sensor computing," Nature Communications, Nature, vol. 16(1), pages 1-10, December.
  • Handle: RePEc:nat:natcom:v:16:y:2025:i:1:d:10.1038_s41467-024-55412-6
    DOI: 10.1038/s41467-024-55412-6
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    References listed on IDEAS

    as
    1. Zhuohui Liu & Qinghua Zhang & Donggang Xie & Mingzhen Zhang & Xinyan Li & Hai Zhong & Ge Li & Meng He & Dashan Shang & Can Wang & Lin Gu & Guozhen Yang & Kuijuan Jin & Chen Ge, 2023. "Interface-type tunable oxygen ion dynamics for physical reservoir computing," Nature Communications, Nature, vol. 14(1), pages 1-11, December.
    2. Ge Li & Donggang Xie & Hai Zhong & Ziye Zhang & Xingke Fu & Qingli Zhou & Qiang Li & Hao Ni & Jiaou Wang & Er-jia Guo & Meng He & Can Wang & Guozhen Yang & Kuijuan Jin & Chen Ge, 2022. "Photo-induced non-volatile VO2 phase transition for neuromorphic ultraviolet sensors," Nature Communications, Nature, vol. 13(1), pages 1-9, December.
    3. He Zhu & Chao Yang & Qiang Li & Yang Ren & Joerg C. Neuefeind & Lin Gu & Huibiao Liu & Longlong Fan & Jun Chen & Jinxia Deng & Na Wang & Jiawang Hong & Xianran Xing, 2018. "Charge transfer drives anomalous phase transition in ceria," Nature Communications, Nature, vol. 9(1), pages 1-8, December.
    4. Lukas Mennel & Joanna Symonowicz & Stefan Wachter & Dmitry K. Polyushkin & Aday J. Molina-Mendoza & Thomas Mueller, 2020. "Ultrafast machine vision with 2D material neural network image sensors," Nature, Nature, vol. 579(7797), pages 62-66, March.
    5. Jeong-Mok Kim & Seok-Jong Kim & Min-Gu Kang & Jong-Guk Choi & Soogil Lee & Jaehyeon Park & Cao Phuoc & Kyoung-Whan Kim & Kab-Jin Kim & Jong-Ryul Jeong & Kyung-Jin Lee & Byong-Guk Park, 2023. "Enhanced spin Seebeck effect via oxygen manipulation," Nature Communications, Nature, vol. 14(1), pages 1-6, December.
    6. Yang Chai, 2020. "In-sensor computing for machine vision," Nature, Nature, vol. 579(7797), pages 32-33, March.
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