Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces

Weichao Kong; Jun Chen; Zengxin Huang; Dengfeng Kuang

doi:10.1364/PRJ.428425

Journals >Photonics Research >Volume 9 >Issue 8 >Page 1607 > Article

Photonics Research
Vol. 9, Issue 8, 1607 (2021)

Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces

Weichao Kong^1、†, Jun Chen^2、†, Zengxin Huang¹, and Dengfeng Kuang^1、*

Author Affiliations

¹Tianjin Key Laboratory of Micro-scale Optical Information Science and Technology, and Institute of Modern Optics, Nankai University, Tianjin 300350, China

²College of Physics and Electronic Engineering, Taishan University, Taian 271000, China

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DOI: 10.1364/PRJ.428425 Cite this Article Set citation alerts

Weichao Kong, Jun Chen, Zengxin Huang, Dengfeng Kuang. Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces[J]. Photonics Research, 2021, 9(8): 1607 Copy Citation Text

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Weichao Kong, Jun Chen, Zengxin Huang, Dengfeng Kuang. Bidirectional cascaded deep neural networks with a pretrained autoencoder for dielectric metasurfaces[J]. Photonics Research, 2021, 9(8): 1607

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