Optically Readable Organic Electrochemical Synaptic Transistors for Neuromorphic Photonic Image Processing

被引:30
|
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
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