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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Nature Portfolio
2021
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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) |
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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 |
work_keys_str_mv |
AT changmingwu programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork AT heshanyu programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork AT seokhyeonglee programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork AT ruomingpeng programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork AT ichirotakeuchi programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork AT moli programmablephasechangemetasurfacesonwaveguidesformultimodephotonicconvolutionalneuralnetwork |
_version_ |
1718388301323304960 |