Visible-light stimulated synaptic plasticity in amorphous indium-gallium-zinc oxide enabled by monocrystalline double perovskite for high-performance neuromorphic applications

被引:34
作者
Huang, Fu [1 ]
Fang, Feier [1 ]
Zheng, Yue [1 ]
You, Qi [1 ]
Li, Henan [2 ]
Fang, Shaofan [1 ]
Cong, Xiangna [1 ]
Jiang, Ke [1 ]
Wang, Ye [3 ]
Han, Cheng [1 ]
Chen, Wei [4 ,5 ,6 ]
Shi, Yumeng [2 ]
机构
[1] Shenzhen Univ, Inst Microscale Optoelect, Int Collaborat Lab 2D Mat Optoelect Sci & Technol, Shenzhen 518060, Peoples R China
[2] Shenzhen Univ, Coll Elect & Informat Engn, Shenzhen 518060, Peoples R China
[3] Zhengzhou Univ, Sch Phys & Microelect, Key Lab Mat Phys, Minist Educ, Zhengzhou 450052, Peoples R China
[4] Natl Univ Singapore, Dept Phys, Singapore 117542, Singapore
[5] Natl Univ Singapore, Dept Chem, Singapore 117543, Singapore
[6] Tianjin Univ, Joint Sch Natl Univ Singapore & Tianjin Univ, Int Campus, Fuzhou 350207, Peoples R China
基金
中国国家自然科学基金;
关键词
artificial optoelectronic synapse; monocrystalline Cs2AgBiBr6; thin-film transistors; ultraviolet-to-visible; neuromorphic computing; THIN-FILM TRANSISTORS; MEMORY;
D O I
10.1007/s12274-022-4806-4
中图分类号
O64 [物理化学(理论化学)、化学物理学];
学科分类号
070304 ; 081704 ;
摘要
Photoelectric synaptic devices have been considered as one of the key components in artificial neuromorphic systems due to their excellent capability to emulate the functions of visual neurons, such as light perception and image processing. Herein, we demonstrate an optically-stimulated artificial synapse with a clear photoresponse from ultraviolet to visible light, which is established on a novel heterostructure consisting of monocrystalline Cs2AgBiBr6 perovskite and indium-gallium-zinc oxide (IGZO) thin film. As compared with pure IGZO, the heterostructure significantly enhances the photoresponse and corresponding synaptic plasticity of the devices, which originate from the superior visible absorption of single-crystal Cs2AgBiBr6 and effective interfacial charge transfer from Cs2AgBiBr6 to IGZO. A variety of synaptic behaviors are realized on the fabricated thin-film transistors, including excitatory postsynaptic current, paired pulse facilitation, short-term, and long-term plasticity. Furthermore, an artificial neural network is simulated based on the photonic potentiation and electrical depression effects of synaptic devices, and an accuracy rate up to 83.8% +/- 1.2% for pattern recognition is achieved. This finding promises a simple and efficient way to construct photoelectric synaptic devices with tunable spectrum for future neuromorphic applications.
引用
收藏
页码:1304 / 1312
页数:9
相关论文
共 69 条
  • [41] Ultrahigh and Broad Spectral Photodetectivity of an Organic-Inorganic Hybrid Phototransistor for Flexible Electronics
    Rim, You Seung
    Yang, Yang
    Bae, Sang-Hoon
    Chen, Huajun
    Li, Chao
    Goorsky, Mark S.
    Yang, Yang
    [J]. ADVANCED MATERIALS, 2015, 27 (43) : 6885 - +
  • [42] Solution Growth and Performance Study of Cs2AgBiBr6 Single Crystal
    Su, Jing
    Huang, Yi-qiang
    Chen, Han
    Huang, Jing
    [J]. CRYSTAL RESEARCH AND TECHNOLOGY, 2020, 55 (03)
  • [43] Halide Perovskite Quantum Dots Photosensitized-Amorphous Oxide Transistors for Multimodal Synapses
    Subramanian Periyal, Srilakshmi
    Jagadeeswararao, Metikoti
    Ng, Si En
    John, Rohit Abraham
    Mathews, Nripan
    [J]. ADVANCED MATERIALS TECHNOLOGIES, 2020, 5 (11)
  • [44] Synaptic Computation Enabled by Joule Heating of Single-Layered Semiconductors for Sound Localization
    Sun, Linfeng
    Zhang, Yishu
    Hwang, Geunwoo
    Jiang, Jinbao
    Kim, Dohyun
    Eshete, Yonas Assefa
    Zhao, Rong
    Yang, Heejun
    [J]. NANO LETTERS, 2018, 18 (05) : 3229 - 3234
  • [45] Boosting Visible Light Absorption of Metal-Oxide-Based Phototransistors via Heterogeneous In-Ga-Zn-O and CH3NH3PbI3 Films
    Tak, Young Jun
    Kim, Dong Jun
    Kim, Won-Gi
    Lee, Jin Hyeok
    Kim, Si Joon
    Kinn, Jong Hak
    Kim, Hyun Jae
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2018, 10 (15) : 12854 - 12861
  • [46] Broadband optoelectronic synaptic devices based on silicon nanocrystals for neuromorphic computing
    Tan, Hua
    Ni, Zhenyi
    Peng, Wenbing
    Du, Sichao
    Liu, Xiangkai
    Zhao, Shuangyi
    Li, Wei
    Ye, Zhi
    Xu, Mingsheng
    Xu, Yang
    Pi, Xiaodong
    Yang, Deren
    [J]. NANO ENERGY, 2018, 52 : 422 - 430
  • [47] High Optical Performance of Cyan-Emissive CsPbBr3 Perovskite Quantum Dots Embedded in Molecular Organogels
    Valles-Pelarda, Marta
    Gualdron-Reyes, Andres F.
    Felip-Leon, Carles
    Angulo-Pachon, Cesar A.
    Agouram, Said
    Munoz-Sanjose, Vicente
    Miravet, Juan F.
    Galindo, Francisco
    Mora-Sero, Ivan
    [J]. ADVANCED OPTICAL MATERIALS, 2021, 9 (18)
  • [48] Threshold switching synaptic device with tactile memory function
    Wang, Depeng
    Wang, Lili
    Ran, Wenhao
    Zhao, Shufang
    Yin, Ruiyang
    Yan, Yongxu
    Jiang, Kai
    Lou, Zheng
    Shen, Guozhen
    [J]. NANO ENERGY, 2020, 76 (76)
  • [49] Artificial Synapses Based on Lead-Free Perovskite Floating-Gate Organic Field-Effect Transistors for Supervised and Unsupervised Learning
    Wang, Ruizhi
    Chen, Pengyue
    Hao, Dandan
    Zhang, Junyao
    Shi, Qianqian
    Liu, Dapeng
    Li, Li
    Xiong, Lize
    Zhou, Junhe
    Huang, Jia
    [J]. ACS APPLIED MATERIALS & INTERFACES, 2021, 13 (36) : 43144 - 43154
  • [50] Photonic Synapses Based on Inorganic Perovskite Quantum Dots for Neuromorphic Computing
    Wang, Yan
    Lv, Ziyu
    Chen, Jinrui
    Wang, Zhanpeng
    Zhou, Ye
    Zhou, Li
    Chen, Xiaoli
    Han, Su-Ting
    [J]. ADVANCED MATERIALS, 2018, 30 (38)