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典型文献
Controllable resistive switching of STO∶Ag/SiO2-based memristor synapse for neuromorphic computing
文献摘要:
Resistive random-access memory(RRAM)is a promising technology to develop nonvolatile memory and artificial synaptic devices for brain-inspired neuromorphic computing.Here,we have developed a STO∶Ag/SiO2 bilayer based memristor that has exhibited a filamentary resistive switching with stable en-durance and long-term data retention ability.The memristor also exhibits a tunable resistance modula-tion under positive and negative pulse trains,which could fully mimic the potentiation and depression behavior like a bio-synapse.Several synaptic plasticity functions,including long-term potentiation(LTP)and long-term depression(LTD),paired-pulsed facilitation(PPF),spike-rate-dependent-plasticity(SRDP),and post-tetanic potentiation(PTP),are faithfully implemented with the fabricated memristor.More-over,to demonstrate the feasibility of our memristor synapse for neuromorphic applications,spike-time-dependent plasticity(STDP)is also investigated.Based on conductive atomic force microscopy observa-tions and electrical transport model analyses,it can be concluded that it is the controlled formation and rupture of Ag filaments that are responsible for the resistive switching while exhibiting a switching ratio of-103 along with a good endurance and stability suitable for nonvolatile memory applications.Before fully electroforming,the gradual conductance modulation of Ag/STO∶Ag/SiO2/p++-Si memristor can be re-alized,and the working mechanism could be explained by the succeeding growth and contraction of Ag filaments promoted by a redox reaction.This newly fabricated memristor may enable the development of nonvolatile memory and realize controllable resistance/weight modulation when applied as an artificial synapse for neuromorphic computing.
文献关键词:
作者姓名:
Nasir Ilyas;Jingyong Wang;Chunmei Li;Hao Fu;Dongyang Li;Xiangdong Jiang;Deen Gu;Yadong Jiang;Wei Li
作者机构:
School of Optoelectronic Science and Engineering,University of Electronic Science and Technology of China,Chengdu 610054,China;School of Physics,University of Electronic Science and Technology of China,Chengdu 610054,China;State Key Laboratory of Electronic Thin Films and Integrated Devices,University of Electronic Science and Technology of China,Chengdu 610054,China
引用格式:
[1]Nasir Ilyas;Jingyong Wang;Chunmei Li;Hao Fu;Dongyang Li;Xiangdong Jiang;Deen Gu;Yadong Jiang;Wei Li-.Controllable resistive switching of STO∶Ag/SiO2-based memristor synapse for neuromorphic computing)[J].材料科学技术(英文版),2022(02):254-263
A类:
durance,SRDP,tetanic,electroforming,p++
B类:
Controllable,resistive,switching,STO,Ag,SiO2,memristor,synapse,neuromorphic,computing,Resistive,random,access,memory,RRAM,promising,technology,nonvolatile,artificial,synaptic,devices,brain,inspired,Here,have,developed,bilayer,that,has,exhibited,filamentary,stable,term,data,retention,also,exhibits,tunable,resistance,under,positive,negative,trains,which,could,mimic,potentiation,depression,behavior,like,bio,Several,plasticity,functions,including,LTP,LTD,paired,pulsed,facilitation,PPF,spike,dependent,post,PTP,are,faithfully,implemented,fabricated,More,over,demonstrate,feasibility,our,applications,STDP,investigated,Based,conductive,atomic,force,microscopy,observa,electrical,transport,model,analyses,can,concluded,controlled,formation,rupture,filaments,responsible,while,exhibiting,ratio,along,good,endurance,stability,suitable,Before,gradual,conductance,modulation,alized,working,mechanism,explained,by,succeeding,growth,contraction,promoted,redox,reaction,This,newly,may,enable,development,realize,controllable,weight,when,applied
AB值:
0.537518
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