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Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing
Two-dimensional (2D) layered materials have attracted intensive attention in recent years due to their rich physical properties, and shown great promise due to their low power consumption and high integration density in integrated electronics. However, mostly limited to mechanical exfoliation, large...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The Royal Society of Chemistry
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9199084/ https://www.ncbi.nlm.nih.gov/pubmed/35765332 http://dx.doi.org/10.1039/d2ra02652j |
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author | Wu, Zhenfa Shi, Peng Xing, Ruofei Xing, Yuzhi Ge, Yufeng Wei, Lin Wang, Dong Zhao, Le Yan, Shishen Chen, Yanxue |
author_facet | Wu, Zhenfa Shi, Peng Xing, Ruofei Xing, Yuzhi Ge, Yufeng Wei, Lin Wang, Dong Zhao, Le Yan, Shishen Chen, Yanxue |
author_sort | Wu, Zhenfa |
collection | PubMed |
description | Two-dimensional (2D) layered materials have attracted intensive attention in recent years due to their rich physical properties, and shown great promise due to their low power consumption and high integration density in integrated electronics. However, mostly limited to mechanical exfoliation, large scale preparation of the 2D materials for application is still challenging. Herein, quasi-2D α-molybdenum oxide (α-MoO(3)) thin film with an area larger than 100 cm(2) was fabricated by magnetron sputtering, which is compatible with modern semiconductor industry. An all-solid-state synaptic transistor based on this α-MoO(3) thin film is designed and fabricated. Interestingly, by proton intercalation/deintercalation, the α-MoO(3) channel shows a reversible conductance modulation of about four orders. Several indispensable synaptic behaviors, such as potentiation/depression and short-term/long-term plasticity, are successfully demonstrated in this synaptic device. In addition, multilevel data storage has been achieved. Supervised pattern recognition with high recognition accuracy is demonstrated in a three-layer artificial neural network constructed on this α-MoO(3) based synaptic transistor. This work can pave the way for large scale production of the α-MoO(3) thin film for practical application in intelligent devices. |
format | Online Article Text |
id | pubmed-9199084 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | The Royal Society of Chemistry |
record_format | MEDLINE/PubMed |
spelling | pubmed-91990842022-06-27 Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing Wu, Zhenfa Shi, Peng Xing, Ruofei Xing, Yuzhi Ge, Yufeng Wei, Lin Wang, Dong Zhao, Le Yan, Shishen Chen, Yanxue RSC Adv Chemistry Two-dimensional (2D) layered materials have attracted intensive attention in recent years due to their rich physical properties, and shown great promise due to their low power consumption and high integration density in integrated electronics. However, mostly limited to mechanical exfoliation, large scale preparation of the 2D materials for application is still challenging. Herein, quasi-2D α-molybdenum oxide (α-MoO(3)) thin film with an area larger than 100 cm(2) was fabricated by magnetron sputtering, which is compatible with modern semiconductor industry. An all-solid-state synaptic transistor based on this α-MoO(3) thin film is designed and fabricated. Interestingly, by proton intercalation/deintercalation, the α-MoO(3) channel shows a reversible conductance modulation of about four orders. Several indispensable synaptic behaviors, such as potentiation/depression and short-term/long-term plasticity, are successfully demonstrated in this synaptic device. In addition, multilevel data storage has been achieved. Supervised pattern recognition with high recognition accuracy is demonstrated in a three-layer artificial neural network constructed on this α-MoO(3) based synaptic transistor. This work can pave the way for large scale production of the α-MoO(3) thin film for practical application in intelligent devices. The Royal Society of Chemistry 2022-06-15 /pmc/articles/PMC9199084/ /pubmed/35765332 http://dx.doi.org/10.1039/d2ra02652j Text en This journal is © The Royal Society of Chemistry https://creativecommons.org/licenses/by/3.0/ |
spellingShingle | Chemistry Wu, Zhenfa Shi, Peng Xing, Ruofei Xing, Yuzhi Ge, Yufeng Wei, Lin Wang, Dong Zhao, Le Yan, Shishen Chen, Yanxue Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
title | Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
title_full | Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
title_fullStr | Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
title_full_unstemmed | Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
title_short | Quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
title_sort | quasi-two-dimensional α-molybdenum oxide thin film prepared by magnetron sputtering for neuromorphic computing |
topic | Chemistry |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9199084/ https://www.ncbi.nlm.nih.gov/pubmed/35765332 http://dx.doi.org/10.1039/d2ra02652j |
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