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Application of artificial synapse based on all-inorganic perovskite memristor in neuromorphic computing
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作者 Fang Luo Wen-Min Zhong +3 位作者 Xin-Gui Tang Jia-Ying Chen Yan-Ping Jiang qiu-xiang liu 《Nano Materials Science》 EI CAS CSCD 2024年第1期68-76,共9页
Artificial synapse inspired by the biological brain has great potential in the field of neuromorphic computing and artificial intelligence.The memristor is an ideal artificial synaptic device with fast operation and g... Artificial synapse inspired by the biological brain has great potential in the field of neuromorphic computing and artificial intelligence.The memristor is an ideal artificial synaptic device with fast operation and good tolerance.Here,we have prepared a memristor device with Au/CsPbBr_(3)/ITO structure.The memristor device exhibits resistance switching behavior,the high and low resistance states no obvious decline after 400 switching times.The memristor device is stimulated by voltage pulses to simulate biological synaptic plasticity,such as long-term potentiation,long-term depression,pair-pulse facilitation,short-term depression,and short-term potentiation.The transformation from short-term memory to long-term memory is achieved by changing the stimulation frequency.In addition,a convolutional neural network was constructed to train/recognize MNIST handwritten data sets;a distinguished recognition accuracy of~96.7%on the digital image was obtained in 100 epochs,which is more accurate than other memristor-based neural networks.These results show that the memristor device based on CsPbBr3 has immense potential in the neuromorphic computing system. 展开更多
关键词 MEMRISTOR CsPbBr_(3) Resistive switching Artificial synapse Neuromorphic computing
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Excellent energy storage properties realized in novel BaTiO_(3)-based lead-free ceramics by regulating relaxation behavior 被引量:2
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作者 Peng-Zu Ge Zhi-Gang liu +6 位作者 Xian-Xiong Huang Xin-Gui Tang Zhen-Hua Tang Shui-Feng Li qiu-xiang liu Yan-Ping Jiang Xiao-Bin Guo 《Journal of Materiomics》 SCIE CSCD 2023年第5期910-919,共10页
BaTiO_(3)(BT)has attracted extensive attention among advanced lead-free ferroelectric materials due to its unique dielectric and ferroelectric properties.However,the enormous remanent polarization and coercive field s... BaTiO_(3)(BT)has attracted extensive attention among advanced lead-free ferroelectric materials due to its unique dielectric and ferroelectric properties.However,the enormous remanent polarization and coercive field severely impede the improvement of its energy storage capabilities.Here,the BaTiO_(3)e-Bi(Zn_(0.5)Hf_(0.5))O_(3)(BT-BZH)ceramics with high breakdown field strength and remarkable relaxation characteristics can be obtained by introducing the composite component BZH in BT to regulate the phase structure and grain size of the ceramics.The findings demonstrate that the improvement of energy storage performance is related to the increase of relaxation behavior.A large energy storage density(Wrec~3.62 J/cm^(3))along with superior energy storage efficiency(h~88.5%)is achieved in 0.88BT-0.12BZH relaxor ceramics only at 240 kV/cm.In addition,the sample suggests superior thermal stability and frequency stability within 25e115℃and 1e500 Hz,respectively.Furthermore,the outstanding chargedischarge properties with an ultrafast discharge time(100 ns),large discharged energy density(1.2 J/cm^(3)),impressive current density(519.4 A/cm^(2))and power density(31.1 MW/cm^(3))under the electric field of 120 kV/cm are achieved in studied ceramics.The excellent energy storage performance of BT-BZH ceramics provides a promising platform for the application of lead-free energy-storage materials. 展开更多
关键词 BT-based ceramics Relaxor Energy storage Charge-discharge
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Composition-tailor induced electrocaloric effect near room temperature in(Pb,Ba)HfO_(3)films 被引量:1
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作者 Xian-Xiong Huang Peng-Zu Ge +5 位作者 Tian-Fu Zhang qiu-xiang liu Yan-Ping Jiang Zhen-Hua Tang Xiao-Bin Guo Xin-Gui Tang 《Journal of Materiomics》 SCIE CSCD 2023年第3期502-509,共8页
More and more researchers start to pay attention to the electrocaloric temperature change(DT)in polar materials,which is caused by an applied electric field.In this paper,Ba-doped PbHfO_(3)(PBH)films were prepared by ... More and more researchers start to pay attention to the electrocaloric temperature change(DT)in polar materials,which is caused by an applied electric field.In this paper,Ba-doped PbHfO_(3)(PBH)films were prepared by sol-gel method.Their components,microstructures,dielectric polarization and electro-caloric effects(ECEs)were investigated.With the addition of Ba^(2+),PBH films went from antiferroelectric(AFE)to ferroelectric(FE).At the same time,their dielectric peaks shifted toward lower temperature.The maximum DT obtained in Pb_(0.8)Ba_(0.2)HfO_(3)FE film is 41.1 K,which is an order of magnitude larger than PbHfO_(3)film(△T<4 K at 50℃)and Pb_(0.9)Ba_(0.1)HfO_(3)film(△T<4 K at 120℃).In order to explain this phenomenon,the Landau-Devonshire theory was adopted.Our analysis shows that the rapid variation of energy barrier height near the phase transition temperature is beneficial to obtain large polarization change and high△T,which is needed in solid-state cooling devices. 展开更多
关键词 FERROELECTRIC Electrocaloric effects Landau-Devonshire theory Solid-state cooling
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Superior Energy and Power Density Realized in Pb(Hf_(1-x)Ti_(x))O_(3) System at Low Electric Field
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作者 Peng-Zu Ge Xin-Gui Tang +2 位作者 qiu-xiang liu Yan-Ping Jiang Xiao-Bin Guo 《Energy Material Advances》 EI CAS CSCD 2023年第1期185-196,共12页
The development of antiferroelectric materials with large energy density and fast discharge speed makes dielectric capacitors possess great prospects for applications in pulsed power technology.Here,the PbHfO_(3)-base... The development of antiferroelectric materials with large energy density and fast discharge speed makes dielectric capacitors possess great prospects for applications in pulsed power technology.Here,the PbHfO_(3)-based ceramics with compositions of Pb(Hf_(1-x)Ti_(x))O_(3)(PHT,0.01≤x≤0.05)were synthesized,and their antiferroelectricity and phase transition behavior were studied.According to the tests of x-ray diffraction,dielectric spectrum,and polarization-electric field hysteresis loops,PHT ceramics gradually transition from an orthorhombic symmetric antiferroelectric phase to a hexagonal symmetric ferroelectric phase at room temperature as Ti^(4+)concentration increases.The forward phase switching field of antiferroelectric to ferroelectric phase transition can be markedly regulated by the introduction of Ti^(4+),and the optimal energy storage performance was obtained in Pb(Hf_(0.98)Ti_(0.02))O_(3) ceramics with a large recoverable energy storage density of Wrec~4.15 J/cm^(3) and efficiency ofη~65.3%only at a low electric field of 190 kV/cm.Furthermore,the outstanding charge-discharge properties with an ultrafast discharge time(71 ns),remarkable discharged energy density(2.84 J/cm^(3)),impressive current density(1,190 A/cm^(2)),and ultrahigh power density(101 MW/cm^(3))at a low electric field of 170 kV/cm were obtained in studied ceramics.The excellent energy storage performance of PHT ceramics provides a promising platform for the application of dielectric capacitors. 展开更多
关键词 CERAMICS FERROELECTRIC dielectric
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Oxygen-vacancy-related dielectric relaxation behaviours and impedance spectroscopy of Bi(Mg_(1/2)Ti_(1/2))O_(3) modified BaTiO_(3) ferroelectric ceramics 被引量:4
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作者 Ming-Ding Li Xin-Gui Tang +4 位作者 Si-Ming Zeng Yan-Ping Jiang qiu-xiang liu Tian-Fu Zhang Wen-Hua Li 《Journal of Materiomics》 SCIE EI 2018年第3期194-201,共8页
Lead-free ferroelectric ceramics(1-x)BaTiO_(3-x)Bi(Mg_(1/2)Ti_(1/2))O_(3)(x=0.0-0.07)were synthesized by conventional solid state reaction method and the correlation of structure,dielectric,ferroelectric and impedance... Lead-free ferroelectric ceramics(1-x)BaTiO_(3-x)Bi(Mg_(1/2)Ti_(1/2))O_(3)(x=0.0-0.07)were synthesized by conventional solid state reaction method and the correlation of structure,dielectric,ferroelectric and impedance properties were investigated.It was found that T_(m) andε_(m) showed decreasing trend with the increase of BMT content.The high-temperature dielectric relaxation behaviour was observed in all the samples.The activation energy calculated from impedance(E_(a))and conductivity(E_(cond)),which revealed that the relaxation behaviours were linked with the migration of OVs.The values of E_(a)were almost equivalent to Econd.It was concluded that the short-range hopping of oxygen vacancy contributed to the dielectric relaxation and long-distance movement of doubly ionized oxygen vacancies contributed to the conduction.On the other hand,with increasing BMT contents,it was found that P-E loops became slimmer and slimmer,which indicated the increase of relaxor behaviour.The temperature dependence of P-E loops for 0.98BT-0.02BMT ceramic clearly showed the transition process from ferroelectric to relaxed ferroelectrics. 展开更多
关键词 BTeBMT ceramic Dielectric FERROELECTRIC Impedance Oxygen vacancies
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Composition dependence of giant electrocaloric effect in PbxSr1-xTiO_(3) ceramics for energy-related applications 被引量:4
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作者 Peng-Zu Ge Xiao-Dong Jian +6 位作者 Xiong-Wei Lin Xin-Gui Tang Zhi Zhu qiu-xiang liu Yan-Ping Jiang Tian-Fu Zhang Sheng-Guo Lu 《Journal of Materiomics》 SCIE EI 2019年第1期118-126,共9页
Pb_(x)Sr_(1-x)TiO_(3)(x=0.30,0.35,0.40,0.45,0.50 and 0.55)ceramics were fabricated by a solid-state reaction route.Xeray diffraction data at room temperature show PST samples shift from cubic to tetragonal phase with ... Pb_(x)Sr_(1-x)TiO_(3)(x=0.30,0.35,0.40,0.45,0.50 and 0.55)ceramics were fabricated by a solid-state reaction route.Xeray diffraction data at room temperature show PST samples shift from cubic to tetragonal phase with the increase of Pb^(2+) content.The microstructures were observed by scanning electron microscopy.Dielectric measurement was employed to investigate the ferroelectriceparaelectric phase transition behavior.Temperature dependent polarizationeelectric field hysteresis loops were conducted to study the electrocaloric effect(ECE)of the ferroelectric ceramics by indirect methods over a wide temperature range.Direct measurement of temperature change(DT)at room temperature for all samples can achieve 0.79e1.86 K.What's more,a giant ECE(△T=2.05 K,EC strength(△T/△E)=0.51×10^(-6) K m/V,under 40 kV/cm)was obtained in the sample of x=0.35 near phase transition temperature.Our results suggest that the ceramics are promising cooling materials with excellent EC properties for energy related applications. 展开更多
关键词 Pb_(x)Sr_(1-x)TiO_(3)ceramics Electrocaloric effect Phase transition Energy applications
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Effect of Mischmetal on As-cast Microstructure and Mechanical Properties of M2 High Speed Steel 被引量:5
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作者 qiu-xiang liu De-ping LU +3 位作者 Lei LU Qiang HU Qing-feng FU Zhe ZHOU 《Journal of Iron and Steel Research International》 SCIE EI CAS CSCD 2015年第3期245-249,共5页
High speed steel has been widely used in various fields due to their excellent red hardness and good wear resistance. However, the influence of mischmetal (Ce-La) on the as-cast microstructures and mechanical proper... High speed steel has been widely used in various fields due to their excellent red hardness and good wear resistance. However, the influence of mischmetal (Ce-La) on the as-cast microstructures and mechanical properties of high speed steel has rarely been reported. Thus, the microstructure and mechanical properties of M2 high speed steel with addition of mischmetal (Ce-La) were investigated. The morphology and distribution of the eutectic carbides of the steel were observed by using optical microscopy and scanning electron microscopy, and the impact toughness and bending strength were tested. The results show that adding mischmetal has an obvious effect on the microstructure and mechanical properties of M2 high speed steel. The coarse eutectic structure is refined, the weak connection of the carbide networks is broken and the flake carbides become short and fine. More networks of eutectic carbides dissolve into the matrix. When a suitable adding content of mischmetal is selected, for example, 0.3 mass%, the impact strength and bending strength can increase by 27% and 10.76% compared with that without misehmetal, respectively. 展开更多
关键词 M2 high speed steel mischmetal as-cast microstructure eutectic carbide
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