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Homologous gradient heterostructure-based artificial synapses for neuromorphic computation 被引量:1
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作者 changjiu teng Qiangmin Yu +5 位作者 Yujie Sun Baofu Ding Wenjun Chen Zehao Zhang Bilu Liu Hui-Ming Cheng 《InfoMat》 SCIE CAS CSCD 2023年第1期95-105,共11页
Gradient heterostructure is one of fundamental interfaces and provides an effective platform to achieve gradually changed properties in mechanics,optics,and electronics.Among different types of heterostructures,the gr... Gradient heterostructure is one of fundamental interfaces and provides an effective platform to achieve gradually changed properties in mechanics,optics,and electronics.Among different types of heterostructures,the gradient one may provide multiple resistive states and immobilized conductive fila-ments,offering great prospect for fabricating memristors with both high neuromorphic computation capability and repeatability.Here,we invent a memristor based on a homologous gradient heterostructure(HGHS),compris-ing a conductive transition metal dichalcogenide and an insulating homolo-gous metal oxide.Memristor made of Ta–TaS_(x)O_(y)–TaS 2 HGHS exhibits continuous potentiation/depression behavior and repeatable forward/backward scanning in the read-voltage range,which are dominated by multi-ple resistive states and immobilized conductive filaments in HGHS,respec-tively.Moreover,the continuous potentiation/depression behavior makes the memristor serve as a synapse,featuring broad-frequency response(10^(-1)–10^(5) Hz,covering 106 frequency range)and multiple-mode learning(enhanced,depressed,and random-level modes)based on its natural and moti-vated forgetting behaviors.Such HGHS-based memristor also shows good unifor-mity for 5?7 device arrays.Our work paves a way to achieve high-performance integrated memristors for future artificial neuromorphic computation. 展开更多
关键词 artificial synapses broad-frequency range gradient heterostructures HOMOLOGOUS MEMRISTORS neuromorphic computation
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Heterostructured graphene quantum dot/WSe2/Si photo-detector with suppressed dark current and improved detectivity 被引量:6
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作者 Mengxing Sun Qiyi Fang +8 位作者 Dan Xie Yilin Sun Liu Qian Jianlong Xu Peng Xiao changjiu teng Weiwei Li Tianling Ren Yanfeng Zhang 《Nano Research》 SCIE EI CAS CSCD 2018年第6期3233-3243,共11页
A high-performance heterojunction photodetector is formed by combining an n-type Si substrate with p-type monolayer WSe2 obtained using physical vapor deposition. The high quality of the WSe2/Si heterojunction is demo... A high-performance heterojunction photodetector is formed by combining an n-type Si substrate with p-type monolayer WSe2 obtained using physical vapor deposition. The high quality of the WSe2/Si heterojunction is demonstrated by the suppressed dark current of I nA and the extremely high rectification ratio of 107. Under illumination, the heterojunction exhibits a wide photoresponse range from ultraviolet to near-infrared radiation. The introduction of graphene quantum dots (GQDs) greatly elevates the photodetective capabilities of the heterojunction with strong light absorption and long carrier lifetimes. The GQDs/WSe2/Si heterojunction exhibits a high responsivity of -707 mA·W^-1, short response time of 0.2 ms, and good specific detectivity of -4.51×10^9 Jones. These properties suggest that the GQDs/WSe2/Si heterojunction holds great potential for application in future high- performance photodetectors. 展开更多
关键词 HETEROJUNCTION PHOTODETECTOR SI WSe2 graphene quantum dots
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一步法可控减薄和掺杂二维过渡金属硫族化合物(英文) 被引量:5
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作者 任洁 腾长久 +4 位作者 蔡正阳 潘海洋 刘佳曼 赵悦 刘碧录 《Science China Materials》 SCIE EI CSCD 2019年第12期1837-1845,共9页
二维过渡金属硫族化合物(TMDCs)具有超薄结构,且其电学、光学性质对厚度具有很强的依赖性,近年来备受研究者们的广泛关注.如何控制TMDCs的厚度和掺杂,是其未来应用的关键所在.本文提出了一种简单高效的HAuCl4处理方法,实现了TMDCs的一... 二维过渡金属硫族化合物(TMDCs)具有超薄结构,且其电学、光学性质对厚度具有很强的依赖性,近年来备受研究者们的广泛关注.如何控制TMDCs的厚度和掺杂,是其未来应用的关键所在.本文提出了一种简单高效的HAuCl4处理方法,实现了TMDCs的一步法可控减薄和掺杂,可以制备出薄层及单层TMDCs,同时实现了对MoS2的可控p型掺杂.本文系统研究了关键实验参数的影响,并基于此提出了金插层辅助减薄和掺杂TMDCs的机理.研究还发现该方法具有普适性,可以实现对多种TMDCs的可控减薄,包括MoSe2,WS2, WSe2.电学测试表明, HAuCl4处理后的MoS2纳米片具有更高的场效应晶体管开关比,其阈值电压向正电压方向偏移.本工作提出的这种控制二维TMDCs材料厚度和掺杂的方法,对其未来在高性能电子和光电器件的应用具有一定参考价值. 展开更多
关键词 过渡金属硫族化合物 场效应晶体管 材料厚度 光电器件 光学性质 P型掺杂 一步法 WS2
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基于二维晶体的阻变实现非马尔可夫过程 被引量:3
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作者 张荣杰 陈文骏 +3 位作者 滕长久 廖武刚 刘碧录 成会明 《Science Bulletin》 SCIE EI CSCD 2021年第16期1634-1640,M0003,共8页
在大数据时代,具有历史累积效应的非马尔可夫链算法显得尤为重要,如与记忆相关的人类脑神经、与环境相关的量子纠缠态和机器视觉追踪算法等.在传统的器件结构中,需通过大量晶体管和存储器的协同作用才能实现这类功能.基于二维材料的电... 在大数据时代,具有历史累积效应的非马尔可夫链算法显得尤为重要,如与记忆相关的人类脑神经、与环境相关的量子纠缠态和机器视觉追踪算法等.在传统的器件结构中,需通过大量晶体管和存储器的协同作用才能实现这类功能.基于二维材料的电阻随机存取存储器(RRAM)在下一代计算系统中已显示出巨大的应用潜力,为非马尔可夫链的简易实现提供了解决方案.本文发现二维云母片是一种良好的离子导体,其内部的钾离子可在外加电场的驱动下定向移动,使云母表现出阻变特征.进一步研究发现云母RRAM兼具单、双存储窗口,高开关比,良好的稳定性和重复性等优点.基于云母RRAM首次在单个存储器件中实现了非马尔可夫过程,其输出状态既取决于当前输入电压的极性,也取决于之前所施加电压的极性.本文利用RRAM器件中导电离子的极性在硬件系统中实现了非马尔可夫过程,对未来人工智能和大数据算法等领域的发展具有一定意义. 展开更多
关键词 非马尔可夫过程 存储器件 人工智能 追踪算法 机器视觉 马尔可夫链 输出状态 定向移动
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Confined van der Waals Epitaxial Growth of Two-Dimensional Large Single-Crystal In_(2)Se_(3) for Flexible Broadband Photodetectors 被引量:7
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作者 Lei Tang changjiu teng +6 位作者 Yuting Luo Usman Khan Haiyang Pan Zhengyang Cai Yue Zhao Bilu Liu Hui-Ming Cheng 《Research》 EI CAS 2019年第1期1096-1105,共10页
The controllable growth of two-dimensional(2D)semiconductors with large domain sizes and high quality is much needed in order to reduce the detrimental efect of grain boundaries on device performance but has proven to... The controllable growth of two-dimensional(2D)semiconductors with large domain sizes and high quality is much needed in order to reduce the detrimental efect of grain boundaries on device performance but has proven to be challenging.Here,we analyze the precursor concentration on the substrate surface which signifcantly infuences nucleation density in a vapor deposition growth process and design a confned micro-reactor to grow 2D In_(2)Se_(3) with large domain sizes and high quality.Te uniqueness of this confned micro-reactor is that its size is∼102-103 times smaller than that of a conventional reactor.Such a remarkably small reactor causes a very low precursor concentration on the substrate surface,which reduces nucleation density and leads to the growth of 2D In_(2)Se_(3) grains with sizes larger than 200�m.Our experimental results show large domain sizes of the 2D In_(2)Se_(3) with high crystallinity.Te fexible broadband photodetectors based on the as-grown In_(2)Se_(3) show rise and decay times of 140 ms and 25 ms,efcient response(5.6 A/W),excellent detectivity(7×10^(10) Jones),high external quantum efciency(251%),good fexibility,and high stability.Tis study,in principle,provides an efective strategy for the controllable growth of high quality 2D materials with few grain boundaries. 展开更多
关键词 stability GRAIN SIZES
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