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典型文献
Hybrid C8-BTBT/lnGaAs nanowire heterojunction for artificial photosynaptic transistors
文献摘要:
The emergence of light-tunable synaptic transistors provides opportunities to break through the von Neumann bottle-neck and enable neuromorphic computing.Herein,a multifunctional synaptic transistor is constructed by using 2,7-dioctyl[1]benzothieno[3,2-b][1]benzothiophene(C8-BTBT)and indium gallium arsenide(InGaAs)nanowires(NWs)hybrid hetero-junction thin film as the active layer.Under illumination,the Type-Ⅰ C8-BTBT/lnGaAs NWs heterojunction would make the dissoci-ated photogenerated excitons more difficult to recombine.The persistent photoconductivity caused by charge trapping can then be used to mimic photosynaptic behaviors,including excitatory postsynaptic current,long/short-term memory and Pavlovi-an learning.Furthermore,a high classification accuracy of 89.72%can be achieved through the single-layer-perceptron hard-ware-based neural network built from C8-BTBT/lnGaAs NWs synaptic transistors.Thus,this work could provide new insights in-to the fabrication of high-performance optoelectronic synaptic devices.
文献关键词:
作者姓名:
Yiling Nie;Pengshan Xie;Xu Chen;Chenxing Jin;Wanrong Liu;Xiaofang Shi;Yunchao Xu;Yongyi Peng;Johnny C.Ho;Jia Sun;Junliang Yang
作者机构:
Hunan Key Laboratory for Super Microstructure and Ultrafast Process,School of Physics and Electronics,Central South University,Changsha 410083,China;Department of Materials Science and Engineering,City University of Hong Kong,Kowloon 999077,Hong Kong SAR,China;State Key Laboratory of Terahertz and Millimeter Waves,City University of Hong Kong,Kowloon 999077,Hong Kong SAR,China;Key Laboratory of Advanced Materials Processing & Mold(Zhengzhou University),Ministry of Education,Zhengzhou 450002,China
引用格式:
[1]Yiling Nie;Pengshan Xie;Xu Chen;Chenxing Jin;Wanrong Liu;Xiaofang Shi;Yunchao Xu;Yongyi Peng;Johnny C.Ho;Jia Sun;Junliang Yang-.Hybrid C8-BTBT/lnGaAs nanowire heterojunction for artificial photosynaptic transistors)[J].半导体学报(英文版),2022(11):17-24
A类:
lnGaAs,photosynaptic,benzothieno,dissoci,Pavlovi
B类:
Hybrid,C8,BTBT,heterojunction,artificial,transistors,emergence,light,tunable,provides,opportunities,break,through,von,Neumann,bottle,neck,enable,neuromorphic,computing,Herein,multifunctional,constructed,by,using,dioctyl,benzothiophene,indium,gallium,arsenide,InGaAs,nanowires,NWs,hybrid,thin,film,active,layer,Under,illumination,Type,would,make,photogenerated,excitons,difficult,recombine,persistent,photoconductivity,caused,charge,trapping,can,then,mimic,behaviors,including,excitatory,postsynaptic,current,long,short,term,memory,learning,Furthermore,high,classification,accuracy,achieved,single,perceptron,hard,ware,neural,network,built,from,Thus,this,could,new,insights,fabrication,performance,optoelectronic,devices
AB值:
0.593712
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