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
  • [31] Polymer-based neuromorphic devices: resistive switches and organic electrochemical transistors
    Yamamoto, Shunsuke
    POLYMER INTERNATIONAL, 2023, 72 (07) : 609 - 618
  • [32] Controlling the Neuromorphic Behavior of Organic Electrochemical Transistors by Blending Mixed and Ion Conductors
    Yamamoto, Shunsuke
    Malliaras, George G.
    ACS APPLIED ELECTRONIC MATERIALS, 2020, 2 (07) : 2224 - 2228
  • [33] Molecular Tailoring to Achieve Long-Term Plasticity in Organic Synaptic Transistors for Neuromorphic Computing
    Kim, Naryung
    Go, Gyeong-Tak
    Park, Hea-Lim
    Ahn, Yooseong
    Kim, Jingwan
    Lee, Yeongjun
    Seo, Dae-Gyo
    Lee, Wanhee
    Kim, Yun-Hi
    Yang, Hoichang
    Lee, Tae-Woo
    ADVANCED INTELLIGENT SYSTEMS, 2023, 5 (09)
  • [34] Dendritic Organic Electrochemical Transistors Grown by Electropolymerization for 3D Neuromorphic Engineering
    Janzakova, Kamila
    Ghazal, Mahdi
    Kumar, Ankush
    Coffinier, Yannick
    Pecqueur, Sebastien
    Alibart, Fabien
    ADVANCED SCIENCE, 2021, 8 (24)
  • [35] Reservoir computing for image processing based on ion-gated flexible organic transistors with nonlinear synaptic dynamics
    Zhu, Li
    Wan, Xiang
    Lin, Junchen
    Chen, Pengyu
    Luo, Zhongzhong
    Sun, Huabin
    Yan, Shancheng
    Tan, Chee Leong
    Yu, Zhihao
    Xu, Yong
    ORGANIC ELECTRONICS, 2025, 139
  • [36] Neuromorphic-based Boolean and reversible logic circuits from organic electrochemical transistors
    Perez, Jake C.
    Shaheen, Sean E.
    MRS BULLETIN, 2020, 45 (08) : 649 - 654
  • [37] Neuromorphic-based Boolean and reversible logic circuits from organic electrochemical transistors
    Jake C. Perez
    Sean E. Shaheen
    MRS Bulletin, 2020, 45 : 649 - 654
  • [38] Natural Organic Materials Based Memristors and Transistors for Artificial Synaptic Devices in Sustainable Neuromorphic Computing Systems
    Tanim, Md Mehedi Hasan
    Templin, Zoe
    Zhao, Feng
    MICROMACHINES, 2023, 14 (02)
  • [39] Bioinspired organic optoelectronic synaptic transistors based on cellulose nanopaper and natural chlorophyll-a for neuromorphic systems
    Junyao Zhang
    Dapeng Liu
    Qianqian Shi
    Ben Yang
    Pu Guo
    Lu Fang
    Shilei Dai
    Lize Xiong
    Jia Huang
    npj Flexible Electronics, 6
  • [40] Bioinspired organic optoelectronic synaptic transistors based on cellulose nanopaper and natural chlorophyll-a for neuromorphic systems
    Zhang, Junyao
    Liu, Dapeng
    Shi, Qianqian
    Yang, Ben
    Guo, Pu
    Fang, Lu
    Dai, Shilei
    Xiong, Lize
    Huang, Jia
    NPJ FLEXIBLE ELECTRONICS, 2022, 6 (01)