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
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
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