Interfacial engineering at the dielectric/semiconductor interface is highly crucial for fabricating organic field-effect transistors with high performance.In this study,a bilayer MXene/semiconductor configuration is i...Interfacial engineering at the dielectric/semiconductor interface is highly crucial for fabricating organic field-effect transistors with high performance.In this study,a bilayer MXene/semiconductor configuration is introduced to fabricate a high-performance n-type transistor,where electrical charges are formed and modulated at the SiO/semiconductor interface,and MXene nanosheets serve as the primary electrical charge channel due to their high mobility and long lateral size.The electrical performance is optimized by adjusting the degree of connectivity of the MXene nanosheets.The proposed MXene/poly{[N,N’-bis(2-octyl-dodecyl)-naphthalene-1,4,5,8-bis(dicarboximide)-2,6-diyl]-alt-5,5’-(2,2’-bithiophene)}(N2200)transistors show boosted ntype characteristics,including a 100-fold increase in field-effect mobility,a large ON/OFF ratio of 10^(4),and a small subthreshold swing of 0.65 V dec^(-1),all of which are significantly improved compared with single-layer N2200 transistors.The high performance of the two-dimensional MXene nanochannel is due to its electronegativity and high mobility.The electronegativity significantly enhances electron transfer from N2200 to the MXene channel,where they are efficiently transported along the MXene channel.Interestingly,the MXene/p-type semiconductor transistors show suppressed ptype performance because of the highly negative MXene nanosheets.Additionally,the proposed bilayer MXene/n-type semiconductor configuration shows a good configuration generality and improved performance.These findings demonstrate the feasibility of fabricating high-performance ntype transistors using a bilayer MXene/semiconductor combination.展开更多
Photonic synaptic transistors are promising neuromorphic computing systems that are expected to circumvent the intrinsic limitations of von Neumann-based computation.The design and construction of photonic synaptic tr...Photonic synaptic transistors are promising neuromorphic computing systems that are expected to circumvent the intrinsic limitations of von Neumann-based computation.The design and construction of photonic synaptic transistors with a facile fabrication process and highefficiency information processing ability are highly desired,while it remains a tremendous challenge.Herein,a new approach based on spin coating of a blend of CsPbBr_(3) perovskite quantum dot(QD)and PDVT-10 conjugated polymer is reported for the fabrication of photonic synaptic transistors.The combination of flat surface,outstanding optical absorption,and remarkable charge transporting performance contributes to high-efficiency photon-to-electron conversion for such perovskite-based synapses.High-performance photonic synaptic transistors are thus fabricated with essential synaptic functionalities,including excitatory postsynaptic current(EPSC),paired-pulse facilitation(PPF),and long-term memory.By utilizing the photonic potentiation and electrical depression features,perovskite-based photonic synaptic transistors are also explored for neuromorphic computing simulations,showing high pattern recognition accuracy of up to 89.98%,which is one of the best values reported so far for synaptic transistors used in pattern recognition.This work provides an effective and convenient pathway for fabricating perovskite-based neuromorphic systems with high pattern recognition accuracy.展开更多
Despite recent remarkable progress in multiple synaptic devices,searching for artificial synapses with new functions is still an important task in the construction of artificial neural networks.The parallel output fun...Despite recent remarkable progress in multiple synaptic devices,searching for artificial synapses with new functions is still an important task in the construction of artificial neural networks.The parallel output functionality of photoelectric signals in artificial synaptic devices is interesting and desirable as on-chip optoelectronic interconnection technology allows the connections between neurons weighted by current and light.In turn,it provides degrees of freedom and reduces circuit lead density in the design of large-scale neural networks.Hence,for the first time,a light-emitting electrochemical artificial synapse(LEEAS)based on poly[2-methoxy-5-(2'-ethylhexyloxy)-1,4-phenylenevinylene]/poly(ethylene oxide)/lithium salt blends with dual output of photoelectric signals was developed in this study.The electrochemical redox reaction enables the device to achieve synaptic plasticity in biology and emulate the memory enhancement process,high-pass filtering characteristic,and classical Pavlov’s conditioned reflex experiment.In addition,the transient luminescence intensity of the LEEAS induced by identical electric spikes exhibits a synaptic-like potentiation behavior.Owing to the combination of electroluminescence(EL)and synaptic memory behavior,an LEEAS array exhibits a unique image display and storage functions that can memorize displayed images.The LEEAS proposed in this work enriches the diversity of artificial synapses,promoting the diversified design and development of next-generation optoelectronic hybrid artificial neural networks.展开更多
基金supported by the National Key Research and Development Program of China(2022YFB3603802)the National Natural Science Foundation of China(62374033)Fujian Science&Technology Innovation Laboratory for Optoelectronic Information of China(2021ZZ129)。
基金supported by the National Natural Science Foundation of China(61974029,62274118)the Natural Science Foundation for Distinguished Young Scholars of Fujian Province(2020J06012)+1 种基金Fujian Science&Technology Innovation Laboratory for Optoelectronic Information of China(2021ZZ129)Singapore Ministry of Education under its AcRF Tier 2(MOE-T2EP50220-0001)。
基金supported by the National Natural Science Foundation of China(U21A20497 and 61974029)the Natural Science Foundation for Distinguished Young Scholars of Fujian Province(2020J06012)Fujian Science&Technology Innovation Laboratory for Optoelectronic Information of China(2021ZZ129)。
文摘Interfacial engineering at the dielectric/semiconductor interface is highly crucial for fabricating organic field-effect transistors with high performance.In this study,a bilayer MXene/semiconductor configuration is introduced to fabricate a high-performance n-type transistor,where electrical charges are formed and modulated at the SiO/semiconductor interface,and MXene nanosheets serve as the primary electrical charge channel due to their high mobility and long lateral size.The electrical performance is optimized by adjusting the degree of connectivity of the MXene nanosheets.The proposed MXene/poly{[N,N’-bis(2-octyl-dodecyl)-naphthalene-1,4,5,8-bis(dicarboximide)-2,6-diyl]-alt-5,5’-(2,2’-bithiophene)}(N2200)transistors show boosted ntype characteristics,including a 100-fold increase in field-effect mobility,a large ON/OFF ratio of 10^(4),and a small subthreshold swing of 0.65 V dec^(-1),all of which are significantly improved compared with single-layer N2200 transistors.The high performance of the two-dimensional MXene nanochannel is due to its electronegativity and high mobility.The electronegativity significantly enhances electron transfer from N2200 to the MXene channel,where they are efficiently transported along the MXene channel.Interestingly,the MXene/p-type semiconductor transistors show suppressed ptype performance because of the highly negative MXene nanosheets.Additionally,the proposed bilayer MXene/n-type semiconductor configuration shows a good configuration generality and improved performance.These findings demonstrate the feasibility of fabricating high-performance ntype transistors using a bilayer MXene/semiconductor combination.
基金supported by the Ministry of Science and Technology of the People’s Republic of China(2018YFA0703200)the National Natural Science Foundation of China(91833306,51633006,51703160,51733004,51725304,and 52003189)Fujian Science&Technology Innovation Laboratory for Optoelectronic Information of China(2021ZZ130 and 2021ZZ129)。
文摘Photonic synaptic transistors are promising neuromorphic computing systems that are expected to circumvent the intrinsic limitations of von Neumann-based computation.The design and construction of photonic synaptic transistors with a facile fabrication process and highefficiency information processing ability are highly desired,while it remains a tremendous challenge.Herein,a new approach based on spin coating of a blend of CsPbBr_(3) perovskite quantum dot(QD)and PDVT-10 conjugated polymer is reported for the fabrication of photonic synaptic transistors.The combination of flat surface,outstanding optical absorption,and remarkable charge transporting performance contributes to high-efficiency photon-to-electron conversion for such perovskite-based synapses.High-performance photonic synaptic transistors are thus fabricated with essential synaptic functionalities,including excitatory postsynaptic current(EPSC),paired-pulse facilitation(PPF),and long-term memory.By utilizing the photonic potentiation and electrical depression features,perovskite-based photonic synaptic transistors are also explored for neuromorphic computing simulations,showing high pattern recognition accuracy of up to 89.98%,which is one of the best values reported so far for synaptic transistors used in pattern recognition.This work provides an effective and convenient pathway for fabricating perovskite-based neuromorphic systems with high pattern recognition accuracy.
基金supported by the National Natural Science Foundation of China(U21A20497 and 61974029)the Natural Science Foundation for Distinguished Young Scholars of Fujian Province(2020J06012)Fujian Science&Technology Innovation Laboratory for Optoelectronic Information of China(2021ZZ129)。
文摘Despite recent remarkable progress in multiple synaptic devices,searching for artificial synapses with new functions is still an important task in the construction of artificial neural networks.The parallel output functionality of photoelectric signals in artificial synaptic devices is interesting and desirable as on-chip optoelectronic interconnection technology allows the connections between neurons weighted by current and light.In turn,it provides degrees of freedom and reduces circuit lead density in the design of large-scale neural networks.Hence,for the first time,a light-emitting electrochemical artificial synapse(LEEAS)based on poly[2-methoxy-5-(2'-ethylhexyloxy)-1,4-phenylenevinylene]/poly(ethylene oxide)/lithium salt blends with dual output of photoelectric signals was developed in this study.The electrochemical redox reaction enables the device to achieve synaptic plasticity in biology and emulate the memory enhancement process,high-pass filtering characteristic,and classical Pavlov’s conditioned reflex experiment.In addition,the transient luminescence intensity of the LEEAS induced by identical electric spikes exhibits a synaptic-like potentiation behavior.Owing to the combination of electroluminescence(EL)and synaptic memory behavior,an LEEAS array exhibits a unique image display and storage functions that can memorize displayed images.The LEEAS proposed in this work enriches the diversity of artificial synapses,promoting the diversified design and development of next-generation optoelectronic hybrid artificial neural networks.