Optoelectronic array of photodiodes integrated with RRAMs for energy-efficient in-sensor computing

被引:0
|
作者
Wen Pan [1 ]
Lai Wang [1 ]
Jianshi Tang [2 ]
Heyi Huang [2 ]
Zhibiao Hao [3 ]
Changzheng Sun [3 ]
Bing Xiong [1 ]
Jian Wang [2 ]
Yanjun Han [1 ]
Hongtao Li [2 ]
Lin Gan [1 ]
Yi Luo [2 ]
机构
[1] Tsinghua University,Department of Electronic Engineering
[2] Tsinghua University,Beijing National Research Center for Information Science and Technology (BNRist)
[3] Tsinghua University,School of Integrated Circuits
关键词
D O I
10.1038/s41377-025-01743-y
中图分类号
学科分类号
摘要
The rapid development of internet of things (IoT) urgently needs edge miniaturized computing devices with high efficiency and low-power consumption. In-sensor computing has emerged as a promising technology to enable in-situ data processing within the sensor array. Here, we report an optoelectronic array for in-sensor computing by integrating photodiodes (PDs) with resistive random-access memories (RRAMs). The PD-RRAM unit cell exhibits reconfigurable optoelectronic output and photo-responsivity by programming RRAMs into different resistance states. Furthermore, a 3 × 3 PD-RRAM array is fabricated to demonstrate optical image recognition, achieving a universal architecture with ultralow latency and low power consumption. This study highlights the great potential of the PD-RRAM optoelectronic array as an energy-efficient in-sensor computing primitive for future IoT applications.
引用
收藏
相关论文
共 50 条
  • [1] Fully integrated multi-mode optoelectronic memristor array for diversified in-sensor computing
    Heyi Huang
    Xiangpeng Liang
    Yuyan Wang
    Jianshi Tang
    Yuankun Li
    Yiwei Du
    Wen Sun
    Jianing Zhang
    Peng Yao
    Xing Mou
    Feng Xu
    Jinzhi Zhang
    Yuyao Lu
    Zhengwu Liu
    Jianlin Wang
    Zhixing Jiang
    Ruofei Hu
    Ze Wang
    Qingtian Zhang
    Bin Gao
    Xuedong Bai
    Lu Fang
    Qionghai Dai
    Huaxiang Yin
    He Qian
    Huaqiang Wu
    Nature Nanotechnology, 2025, 20 (1) : 93 - 103
  • [2] Optoelectronic Devices for In-Sensor Computing
    Ren, Qinqi
    Zhu, Chaoyi
    Ma, Sijie
    Wang, Zhaoqing
    Yan, Jianmin
    Wan, Tianqing
    Yan, Weicheng
    Chai, Yang
    ADVANCED MATERIALS, 2024,
  • [3] Invited Paper: In-Sensor Radio Frequency Computing for Energy-Efficient Intelligent Radar
    Sui, Yang
    Zhu, Minning
    Huang, Lingyi
    Wu, Chung-Tse Michael
    Yuan, Bo
    2023 IEEE/ACM INTERNATIONAL CONFERENCE ON COMPUTER AIDED DESIGN, ICCAD, 2023,
  • [4] Energy efficient artificial gustatory system for in-sensor computing
    Khanday, Mudasir A.
    Rashid, Shazia
    Khanday, Farooq A.
    MICRO AND NANOSTRUCTURES, 2024, 191
  • [5] In-Sensor Reservoir Computing Based on Optoelectronic Synapse
    Sun, Yi
    Li, Qingjiang
    Zhu, Xi
    Liao, Cen
    Wang, Yongzhou
    Li, Zhiwei
    Liu, Sen
    Xu, Hui
    Wang, Wei
    ADVANCED INTELLIGENT SYSTEMS, 2023, 5 (01)
  • [6] Reconfigurable optoelectronic memristor for in-sensor computing applications
    Wang, Tian-Yu
    Meng, Jia-Lin
    Li, Qing-Xuan
    He, Zhen-Yu
    Zhu, Hao
    Ji, Li
    Sun, Qing-Qing
    Chen, Lin
    Zhang, David Wei
    NANO ENERGY, 2021, 89
  • [7] Recent progress in optoelectronic memristive devices for in-sensor computing
    Shan Xuan-Yu
    Wang Zhong-Qiang
    Xie Jun
    Zheng Jia-Hui
    Xu Hai-Yang
    Liu Yi-Chun
    ACTA PHYSICA SINICA, 2022, 71 (14)
  • [8] In-sensor optoelectronic computing using electrostatically doped silicon
    Jang, Houk
    Hinton, Henry
    Jung, Woo-Bin
    Lee, Min-Hyun
    Kim, Changhyun
    Park, Min
    Lee, Seoung-Ki
    Park, Seongjun
    Ham, Donhee
    NATURE ELECTRONICS, 2022, 5 (08) : 519 - 525
  • [9] In-sensor optoelectronic computing using electrostatically doped silicon
    Houk Jang
    Henry Hinton
    Woo-Bin Jung
    Min-Hyun Lee
    Changhyun Kim
    Min Park
    Seoung-Ki Lee
    Seongjun Park
    Donhee Ham
    Nature Electronics, 2022, 5 : 519 - 525
  • [10] In-sensor reservoir computing based on optoelectronic synaptic devices
    Chen, Zhi-Long
    Xiao, Yang
    Huang, Wen-Yuan
    Jiang, Yan-Ping
    Liu, Qiu-Xiang
    Tang, Xin-Gui
    APPLIED PHYSICS LETTERS, 2023, 123 (10)