| |||||||
ShanghaiTech University Knowledge Management System
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]) |
ISSN | 1998-0124 |
EISSN | 1998-0000 |
卷号 | 17期号:5页码:4622-4630 |
发表状态 | 已发表 |
DOI | 10.1007/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 |
URL | 查看原文 |
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 |
引用统计 | 正在获取...
|
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 |
推荐引用方式 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. |
条目包含的文件 | ||||||
文件名称/大小 | 文献类型 | 版本类型 | 开放类型 | 使用许可 |
修改评论
除非特别说明,本系统中所有内容都受版权保护,并保留所有权利。