The Key Laboratory of Weak-Light Nonlinear Photonics, Ministry of Education, School of Physics and TEDA Applied Physics Institute, Nankai University, Tianjin, 300071, China
Jingjun Xu (jjxu@nankai.edu.cn)
纸质出版日期:2022-08-31,
网络出版日期:2022-07-07,
Scan for full text
Mengxin Ren, Jingjun Xu. Intelligent metasurfaces can recognize objects[J]. Light: Science & Applications, 2022,11(8):1646-1647.
Ren, M. X. & Xu, J. J. Intelligent metasurfaces can recognize objects. Light: Science & Applications, 11, 1646-1647 (2022).
Mengxin Ren, Jingjun Xu. Intelligent metasurfaces can recognize objects[J]. Light: Science & Applications, 2022,11(8):1646-1647. DOI: 10.1038/s41377-022-00902-9.
Ren, M. X. & Xu, J. J. Intelligent metasurfaces can recognize objects. Light: Science & Applications, 11, 1646-1647 (2022). DOI: 10.1038/s41377-022-00902-9.
An on-chip optical neural network is built using metasurfaces
which can recognize objects with high accuracy.
Goodman, J. W. Introduction to Fourier Optics 2nd edn (McGraw-Hill, 1996).
A. Krogh . What are artificial neural networks? . Nat. Biotechnol. , 2008 . 26 195 -197 . DOI:10.1038/nbt1386http://doi.org/10.1038/nbt1386 .
X. Lin , 等 . All-optical machine learning using diffractive deep neural networks . Science , 2018 . 361 1004 -1008 . DOI:10.1126/science.aat8084http://doi.org/10.1126/science.aat8084 .
X. H. Luo , 等 . Metasurface-enabled on-chip multiplexed diffractive neural networks in the visible . Light.: Sci. Appl. , 2022 . 11 158 DOI:10.1038/s41377-022-00844-2http://doi.org/10.1038/s41377-022-00844-2 .
N. F. Yu , 等 . Light propagation with phase discontinuities: generalized laws of reflection and refraction . Science , 2011 . 334 333 -337 . DOI:10.1126/science.1210713http://doi.org/10.1126/science.1210713 .
M. X. Ren , 等 . Reconfigurable metasurfaces that enable light polarization control by light . Light.: Sci. Appl. , 2017 . 6 DOI:10.1038/lsa.2016.254http://doi.org/10.1038/lsa.2016.254 .
G. E. Hinton , R. R. Salakhutdinov . Reducing the dimensionality of data with neural networks . Science , 2006 . 313 504 -507 . DOI:10.1126/science.1127647http://doi.org/10.1126/science.1127647 .
Vaswani, A. et al. Attention is all you need. Proceedings of the 31st International Conference on Neural Information Processing Systems 6000–6010 (Curran Associates Inc., 2017).
Nolte, D. D. Mind at Light Speed: A New Kind of Intelligence (Simon and Schuster, 2001).
0
浏览量
0
Downloads
0
CSCD
关联资源
相关文章
相关作者
相关机构
京公网安备11010802024621