Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network

Integrated optical computing requires programmable photonic and nonlinear elements. The authors demonstrate a phase-change metasurface mode converter, which can be programmed to control the waveguide mode contrast, and build an optical convolutional neural network to perform image processing tasks.

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Autores principales: Changming Wu, Heshan Yu, Seokhyeong Lee, Ruoming Peng, Ichiro Takeuchi, Mo Li
Formato: article
Lenguaje:EN
Publicado: Nature Portfolio 2021
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Acceso en línea:https://doaj.org/article/172d41d47c024b5ba55bc0f9c5a4e557
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spelling oai:doaj.org-article:172d41d47c024b5ba55bc0f9c5a4e5572021-12-02T15:08:01ZProgrammable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network10.1038/s41467-020-20365-z2041-1723https://doaj.org/article/172d41d47c024b5ba55bc0f9c5a4e5572021-01-01T00:00:00Zhttps://doi.org/10.1038/s41467-020-20365-zhttps://doaj.org/toc/2041-1723Integrated optical computing requires programmable photonic and nonlinear elements. The authors demonstrate a phase-change metasurface mode converter, which can be programmed to control the waveguide mode contrast, and build an optical convolutional neural network to perform image processing tasks.Changming WuHeshan YuSeokhyeong LeeRuoming PengIchiro TakeuchiMo LiNature PortfolioarticleScienceQENNature Communications, Vol 12, Iss 1, Pp 1-8 (2021)
institution DOAJ
collection DOAJ
language EN
topic Science
Q
spellingShingle Science
Q
Changming Wu
Heshan Yu
Seokhyeong Lee
Ruoming Peng
Ichiro Takeuchi
Mo Li
Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
description Integrated optical computing requires programmable photonic and nonlinear elements. The authors demonstrate a phase-change metasurface mode converter, which can be programmed to control the waveguide mode contrast, and build an optical convolutional neural network to perform image processing tasks.
format article
author Changming Wu
Heshan Yu
Seokhyeong Lee
Ruoming Peng
Ichiro Takeuchi
Mo Li
author_facet Changming Wu
Heshan Yu
Seokhyeong Lee
Ruoming Peng
Ichiro Takeuchi
Mo Li
author_sort Changming Wu
title Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
title_short Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
title_full Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
title_fullStr Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
title_full_unstemmed Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
title_sort programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network
publisher Nature Portfolio
publishDate 2021
url https://doaj.org/article/172d41d47c024b5ba55bc0f9c5a4e557
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AT seokhyeonglee programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork
AT ruomingpeng programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork
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