Flexible and Transparent Artificial Synapse Devices Based on Thin-Film Transistors with Nanometer Thickness

被引:16
作者
Dai, Chaoqi [1 ,2 ]
Huo, Changhe [2 ]
Qi, Shaocheng [2 ]
Dai, Mingzhi [2 ,3 ]
Webster, Thomas [4 ]
Xiao, Han [1 ]
机构
[1] Kunming Univ Sci & Technol, Coll Mat Sci & Engn, Kunming 650093, Yunnan, Peoples R China
[2] Chinese Acad Sci, Ningbo Inst Mat Technol & Engn, Ningbo 315201, Peoples R China
[3] Univ Chinese Acad Sci, Ctr Mat Sci & Optoelect Engn, Beijing 100049, Peoples R China
[4] Northeastern Univ, Dept Chem Engn, Boston, MA 02115 USA
来源
INTERNATIONAL JOURNAL OF NANOMEDICINE | 2020年 / 15卷
基金
中国国家自然科学基金;
关键词
flexible; transparent; TFTs; thin-film transistors; artificial synapse devices; EPSC; excitatory post-synaptic current; PPF; paired-pulse facilitation; LONG-TERM POTENTIATION; PLASTICITY; MEMORY;
D O I
10.2147/IJN.S267536
中图分类号
TB3 [工程材料学];
学科分类号
0805 ; 080502 ;
摘要
Background: Artificial synaptic behaviors are necessary to investigate and implement since they are considered to be a new computing mechanism for the analysis of complex brain information. However, flexible and transparent artificial synapse devices based on thin-film transistors (TFTs) still need further research. Purpose: To study the application of flexible and transparent thin-film transistors with nanometer thickness on artificial synapses. Materials and Methods: Here, we report the design and fabrication of flexible and transparent artificial synapse devices based on TFTs with polyethylene terephthalate (PET) as the flexible substrate, indium tin oxide (ITO) as the gate and a polyvinyl alcohol (PVA) grid insulating layer as the gate insulation layer at room temperature. Results: The charge and discharge of the carriers in the flexible and transparent thin-film transistors with nanometer thickness can be used for artificial synaptic behavior. Conclusion: In summary, flexible and transparent thin-film transistors with nanometer thickness can be used as pressure and temperature sensors. Besides, inherent charge transfer characteristics of indium gallium zinc oxide semiconductors have been employed to study the biological synapse-like behaviors, including synaptic plasticity, excitatory postsynaptic current (EPSC), paired-pulse facilitation (PPF), and long-term memory (LTM). More precisely, the spike rate plasticity (SRDP), one representative synaptic plasticity, has been demonstrated. Such TFTs are interesting for building future neuromorphic systems and provide a possibility to act as fundamental blocks for neuromorphic system applications.
引用
收藏
页码:8037 / 8043
页数:7
相关论文
共 28 条
  • [1] A SYNAPTIC MODEL OF MEMORY - LONG-TERM POTENTIATION IN THE HIPPOCAMPUS
    BLISS, TVP
    COLLINGRIDGE, GL
    [J]. NATURE, 1993, 361 (6407) : 31 - 39
  • [2] Integrating Multiple Resistive Memory Devices on a Single Carbon Nanotube
    Brunel, David
    Anghel, Costin
    Kim, Do-Yoon
    Tahir, Said
    Lenfant, Stephane
    Filoramo, Arianna
    Kontos, Takis
    Vuillaume, Dominique
    Jourdain, Vincent
    Derycke, Vincent
    [J]. ADVANCED FUNCTIONAL MATERIALS, 2013, 23 (45) : 5631 - 5637
  • [3] Short-Term Memory to Long-Term Memory Transition in a Nanoscale Memristor
    Chang, Ting
    Jo, Sung-Hyun
    Lu, Wei
    [J]. ACS NANO, 2011, 5 (09) : 7669 - 7676
  • [4] Realization of tunable artificial synapse and memory based on amorphous oxide semiconductor transistor
    Dai, Mingzhi
    Wang, Weiliang
    Wang, Pengjun
    Iqbal, Muhammad Zahir
    Annabi, Nasim
    Amin, Nasir
    [J]. SCIENTIFIC REPORTS, 2017, 7
  • [5] Oxide Semiconductor Thin-Film Transistors: A Review of Recent Advances
    Fortunato, E.
    Barquinha, P.
    Martins, R.
    [J]. ADVANCED MATERIALS, 2012, 24 (22) : 2945 - 2986
  • [6] Jeon S, 2012, NAT MATER, V11, P301, DOI [10.1038/NMAT3256, 10.1038/nmat3256]
  • [7] Kandel E.R., 1985, PRINCIPLES NEURAL SC, DOI DOI 10.1016/0165-0327(85)90062-X22.
  • [8] Analysis of subthreshold slope of fully depleted amorphous In-Ga-Zn-O thin-film transistors
    Kawamura, Tetsufumi
    Uchiyama, Hiroyuki
    Saito, Shinichi
    Wakana, Hironori
    Mine, Toshiyuki
    Hatano, Mutsuko
    [J]. APPLIED PHYSICS LETTERS, 2015, 106 (01)
  • [9] Ionic/Electronic Hybrid Materials Integrated in a Synaptic Transistor with Signal Processing and Learning Functions
    Lai, Qianxi
    Zhang, Lei
    Li, Zhiyong
    Stickle, William F.
    Williams, R. Stanley
    Chen, Yong
    [J]. ADVANCED MATERIALS, 2010, 22 (22) : 2448 - +
  • [10] Implementation of Short-Term Plasticity and Long-Term Potentiation in a Synapse Using Si-Based Type of Charge-Trap Memory
    Lee, Myoung-Sun
    Lee, Ju-Wan
    Kim, Change-Hee
    Park, Byung-Gook
    Lee, Jong-Ho
    [J]. IEEE TRANSACTIONS ON ELECTRON DEVICES, 2015, 62 (02) : 569 - 573