Optically Readable Organic Electrochemical Synaptic Transistors for Neuromorphic Photonic Image Processing

被引:29
|
作者
Xu, Yunchao [1 ,2 ]
Shi, Yiming [1 ,2 ]
Qian, Chuan [3 ]
Xie, Pengshan [4 ]
Jin, Chenxing [1 ,2 ]
Shi, Xiaofang [1 ,2 ]
Zhang, Gengming [1 ]
Liu, Wanrong [1 ,2 ]
Wan, Changjin [5 ]
Ho, Johnny C. [4 ]
Sun, Jia [1 ,2 ]
Yang, Junliang [1 ,2 ]
机构
[1] Cent South Univ, Sch Phys & Elect, Hunan Key Lab Super Microstruct & Ultrafast Proc, Changsha 410083, Hunan, Peoples R China
[2] Cent South Univ, Sch Phys & Elect, Hunan Key Lab Nanophoton & Devices, Changsha 410083, Hunan, Peoples R China
[3] Hunan Normal Univ, Dept Phys, Low Simens Quantum Struct & Quantum Control, Minist Educ, Changsha 410081, Hunan, Peoples R China
[4] Univ Hong Kong, Dept Mat Sci & Engn City, Kowloon, Hong Kong 999077, Peoples R China
[5] Nanjing Univ, Collaborat Innovat Ctr Adv Microstruct, Sch Elect Sci & Engn, Nanjing 210008, Jiangsu, Peoples R China
基金
中国国家自然科学基金;
关键词
organic electrochemical transistors; electrochemicaldoping; optically readable synapses; artificialneuromorphic systems; SYNAPSES; POLARONS; VOLTAGE;
D O I
10.1021/acs.nanolett.3c01291
中图分类号
O6 [化学];
学科分类号
0703 ;
摘要
Opticallyreadable organic synaptic devices have great potentialin both artificial intelligence and photonic neuromorphic computing.Herein, a novel optically readable organic electrochemical synaptictransistor (OR-OEST) strategy is first proposed. The electrochemicaldoping mechanism of the device was systematically investigated, andthe basic biological synaptic behaviors that can be read by opticalmeans are successfully achieved. Furthermore, the flexible OR-OESTsare capable of electrically switching the transparency of semiconductorchannel materials in a nonvolatile manner, and thus the multilevelmemory can be achieved through optical readout. Finally, the OR-OESTsare developed for the preprocessing of photonic images, such as contrastenhancement and denoising, and feeding the processed images into anartificial neural network, achieving a recognition rate of over 90%.Overall, this work provides a new strategy for the implementationof photonic neuromorphic systems.
引用
收藏
页码:5264 / 5271
页数:8
相关论文
共 50 条
  • [1] Optically Readable Electrochromic-Based Microfiber Synaptic Device for Photonic Neuromorphic Systems
    Shi, Hui
    Wang, Banghu
    Wang, Xiaohong
    Qiu, Longzhen
    Zheng, Lei
    ACS APPLIED MATERIALS & INTERFACES, 2023, 15 (07) : 9705 - 9713
  • [2] Optically Readable Waveguide-Integrated Electrochromic Artificial Synaptic Device for Photonic Neuromorphic Systems
    Kim, Jin Tae
    Song, Juhee
    Ah, Chil Seong
    ACS APPLIED ELECTRONIC MATERIALS, 2020, 2 (07) : 2057 - 2063
  • [3] Optically readable synaptic modulators based on Tamm plasmon for adaptive multispectral image processing
    Ko, Joo Hwan
    Seo, Dong Hyun
    Kim, Se Yeon
    Lee, Yubin
    Park, Kwangwook
    Song, Young Min
    ISCIENCE, 2025, 28 (02)
  • [4] Enhanced synaptic behavior of neuromorphic device based on organic electrochemical transistors by adding Aminosilane
    Kim, Dae-Hee
    Lee, Jiyoul
    Kim, Yonghee
    Yoo, Hocheon
    Lee, Eun Kwang
    ORGANIC ELECTRONICS, 2024, 131
  • [5] Recent progresses of organic photonic synaptic transistors
    Deng, Zhonghui
    Zhou, Bosheng
    Xu, Yunchao
    Jin, Chenxing
    Liu, Wanrong
    Liu, Biao
    Sun, Jia
    Yang, Junliang
    FLEXIBLE AND PRINTED ELECTRONICS, 2022, 7 (02):
  • [6] Optogenetics-Inspired Neuromorphic Optoelectronic Synaptic Transistors with Optically Modulated Plasticity
    Sun, Yilin
    Ding, Yingtao
    Xie, Dan
    Xu, Jianlong
    Sun, Mengxing
    Yang, Pengfei
    Zhang, Yanfeng
    ADVANCED OPTICAL MATERIALS, 2021, 9 (12)
  • [7] Organic Synaptic Transistors for Bio-Hybrid Neuromorphic Electronics
    Kim, Kwan-Nyeong
    Sung, Min-Jun
    Park, Hea-Lim
    Lee, Tae-Woo
    ADVANCED ELECTRONIC MATERIALS, 2022, 8 (01)
  • [8] Addressing Organic Electrochemical Transistors for Neurosensing and Neuromorphic Sensing
    Ghazal, Mahdi
    Dargent, Thomas
    Pecqueur, Sebastien
    Alibart, Fabien
    2019 IEEE SENSORS, 2019,
  • [9] Processing of organic electrochemical transistors
    Barbosa, Henrique Frulani de Paula
    Asyuda, Andika
    Skowrons, Michael
    Schander, Andreas
    Luessem, Bjoern
    MRS COMMUNICATIONS, 2024, 14 (02) : 132 - 148
  • [10] Processing of organic electrochemical transistors
    Henrique Frulani de Paula Barbosa
    Andika Asyuda
    Michael Skowrons
    Andreas Schander
    Björn Lüssem
    MRS Communications, 2024, 14 : 132 - 148