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An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions

With the rapid development of artificial intelligence, parallel image processing is becoming an increasingly important ability of computing hardware. To meet the requirements of various image processing tasks, the basic pixel processing unit contains multiple functional logic gates and a multiplexer...

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Autores principales: Zeng, Senfeng, Liu, Chunsen, Huang, Xiaohe, Tang, Zhaowu, Liu, Liwei, Zhou, Peng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8748635/
https://www.ncbi.nlm.nih.gov/pubmed/35013171
http://dx.doi.org/10.1038/s41467-021-27644-3
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author Zeng, Senfeng
Liu, Chunsen
Huang, Xiaohe
Tang, Zhaowu
Liu, Liwei
Zhou, Peng
author_facet Zeng, Senfeng
Liu, Chunsen
Huang, Xiaohe
Tang, Zhaowu
Liu, Liwei
Zhou, Peng
author_sort Zeng, Senfeng
collection PubMed
description With the rapid development of artificial intelligence, parallel image processing is becoming an increasingly important ability of computing hardware. To meet the requirements of various image processing tasks, the basic pixel processing unit contains multiple functional logic gates and a multiplexer, which leads to notable circuit redundancy. The pixel processing unit retains a large optimizing space to solve the area redundancy issues in parallel computing. Here, we demonstrate a pixel processing unit based on a single WSe(2) transistor that has multiple logic functions (AND and XNOR) that are electrically switchable. We further integrate these pixel processing units into a low transistor-consumption image processing array, where both image intersection and image comparison tasks can be performed. Owing to the same image processing power, the consumption of transistors in our image processing unit is less than 16% of traditional circuits.
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spelling pubmed-87486352022-01-20 An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions Zeng, Senfeng Liu, Chunsen Huang, Xiaohe Tang, Zhaowu Liu, Liwei Zhou, Peng Nat Commun Article With the rapid development of artificial intelligence, parallel image processing is becoming an increasingly important ability of computing hardware. To meet the requirements of various image processing tasks, the basic pixel processing unit contains multiple functional logic gates and a multiplexer, which leads to notable circuit redundancy. The pixel processing unit retains a large optimizing space to solve the area redundancy issues in parallel computing. Here, we demonstrate a pixel processing unit based on a single WSe(2) transistor that has multiple logic functions (AND and XNOR) that are electrically switchable. We further integrate these pixel processing units into a low transistor-consumption image processing array, where both image intersection and image comparison tasks can be performed. Owing to the same image processing power, the consumption of transistors in our image processing unit is less than 16% of traditional circuits. Nature Publishing Group UK 2022-01-10 /pmc/articles/PMC8748635/ /pubmed/35013171 http://dx.doi.org/10.1038/s41467-021-27644-3 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Zeng, Senfeng
Liu, Chunsen
Huang, Xiaohe
Tang, Zhaowu
Liu, Liwei
Zhou, Peng
An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions
title An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions
title_full An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions
title_fullStr An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions
title_full_unstemmed An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions
title_short An application-specific image processing array based on WSe(2) transistors with electrically switchable logic functions
title_sort application-specific image processing array based on wse(2) transistors with electrically switchable logic functions
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8748635/
https://www.ncbi.nlm.nih.gov/pubmed/35013171
http://dx.doi.org/10.1038/s41467-021-27644-3
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