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Salt-assisted vapor–liquid–solid growth of high-quality ultrathin nickel oxide flakes for artificial synapses in image recognition applications
2023
发表期刊NANO RESEARCH (IF:9.5[JCR-2023],9.0[5-Year])
ISSN1998-0124
EISSN1998-0000
卷号17期号:5页码:4622-4630
发表状态已发表
DOI10.1007/s12274-023-6382-7
摘要

Transition metal oxides have attracted intense interest owing to their abundant physical and chemical properties. The controlled preparation of large-area, high-quality two-dimensional crystals is essential for revealing their inherent properties and realizing high-performance devices. However, fabricating two-dimensional (2D) transition metal oxides using a general approach still presents substantial challenges. Herein, we successfully achieve highly crystalline nickel oxide (NiO) flakes with a thickness as thin as 3.3 nm through the salt-assisted vapor-liquid-solid (VLS) growth method, which demonstrated exceptional stability under ambient conditions. To explore the great potential of the NiO crystal in this work, an artificial synapse based on the NiO-flake resistive switching (RS) layer is investigated. Short-term and long-term synaptic behaviors are obtained with external stimuli. The artificial synaptic performance provides the foundation of the neuromorphic application, including handwriting number recognition based on artificial neuron network (ANN) and the virtually unsupervised learning capability based on generative adversarial network (GAN). This pioneering work not only paves new paths for the synthesis of 2D oxides in the future but also demonstrates the substantial potential of oxides in the field of neuromorphic computing.[Figure not available: see fulltext.]. © 2023, Tsinghua University Press.

关键词Character recognition Generative adversarial networks Image recognition Transition metal oxides Transition metals Artificial synapse Generative adversarial network High quality Memristor Nickel oxide flake Salt-assisted Synapse Transition-metal oxides Vapor-liquid-solid growth Vapour-liquid-solid growths
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收录类别SCI ; EI
语种英语
资助项目National Natural Science Foundation of China[52372055] ; Jiangsu Independent Innovation Fund Project of Agricultural Science and Technology[CX (21) 3163]
WOS研究方向Chemistry ; Science & Technology - Other Topics ; Materials Science ; Physics
WOS类目Chemistry, Physical ; Nanoscience & Nanotechnology ; Materials Science, Multidisciplinary ; Physics, Applied
WOS记录号WOS:001262547200118
出版者Tsinghua University
EI入藏号20240115310182
EI主题词Nickel oxide
EI分类号531 Metallurgy and Metallography ; 714 Electronic Components and Tubes ; 723.4 Artificial Intelligence ; 804.2 Inorganic Compounds
原始文献类型Article in Press
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文献类型期刊论文
条目标识符https://kms.shanghaitech.edu.cn/handle/2MSLDSTB/348699
专题物质科学与技术学院
物质科学与技术学院_特聘教授组_李清文组
物质科学与技术学院_硕士生
通讯作者Zhao, Chun; Kang, Lixing; Li, Qingwen
作者单位
1.School of Physical Science and Technology, Shanghai Tech University, Shanghai; 201210, China
2.Division of Advanced Materials, Suzhou Institute of Nano-Tech and Nano-Bionics, Chinese Academy of Sciences, Suzhou; 215123, China
3.College of Energy, Soochow Institute for Energy and Materials Innovations, and Key Laboratory of Advanced Carbon Materials and Wearable Energy Technologies of Jiangsu Province, Soochow University, Suzhou; 215123, China
4.Songshan Lake Materials Laboratory, Dongguan; 523808, China
5.School of Advanced Technology, Xi’an Jiaotong-Liverpool University, Suzhou; 215123, China
6.College of Materials Science and Engineering, Co-Innovation Center of Efficient Processing and Utilization of Forest Resources, Nanjing Forestry University, Nanjing; 210037, China
第一作者单位物质科学与技术学院
通讯作者单位物质科学与技术学院
第一作者的第一单位物质科学与技术学院
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GB/T 7714
Zhang, Hui,Shen, Zongjie,Li, Alei,et al. Salt-assisted vapor–liquid–solid growth of high-quality ultrathin nickel oxide flakes for artificial synapses in image recognition applications[J]. NANO RESEARCH,2023,17(5):4622-4630.
APA Zhang, Hui.,Shen, Zongjie.,Li, Alei.,Wang, Lin.,Wang, Qinan.,...&Li, Qingwen.(2023).Salt-assisted vapor–liquid–solid growth of high-quality ultrathin nickel oxide flakes for artificial synapses in image recognition applications.NANO RESEARCH,17(5),4622-4630.
MLA Zhang, Hui,et al."Salt-assisted vapor–liquid–solid growth of high-quality ultrathin nickel oxide flakes for artificial synapses in image recognition applications".NANO RESEARCH 17.5(2023):4622-4630.
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