<i>In situ</i> optical backpropagation training of diffractive optical neural networks

Tiankuang Zhou; Lu Fang; Tao Yan; Jiamin Wu; Yipeng Li; Jingtao Fan; Huaqiang Wu; Xing Lin; Qionghai Dai

doi:doi:10.1364/PRJ.389553

Photonics Research, 2020, 8 (6): 06000940, Published Online: May. 20, 2020

In situ optical backpropagation training of diffractive optical neural networks Download： 917次

Tiankuang Zhou ^1,2,3†Lu Fang ^2,3†Tao Yan ^1,2Jiamin Wu ^1,2Yipeng Li ^1,2Jingtao Fan ^1,2Huaqiang Wu ^4,5Xing Lin ^1,2,4,7,*Qionghai Dai ^1,2,6,8,*

Author Affiliations

¹ Department of Automation, Tsinghua University, Beijing 100084, China

² Institute for Brain and Cognitive Science, Tsinghua University, Beijing 100084, China

³ Tsinghua Shenzhen International Graduate School, Tsinghua University, Shenzhen 518055, China

⁴ Beijing Innovation Center for Future Chip, Tsinghua University, Beijing 100084, China

⁵ Institute of Microelectronics, Tsinghua University, Beijing 100084, China

⁶ Beijing National Research Center for Information Science and Technology, Tsinghua University, Beijing 100084, China

⁷ e-mail: lin-x@tsinghua.edu.cn

⁸ e-mail: qhdai@tsinghua.edu.cn

Basic Information

DOI:	10.1364/PRJ.389553
中图分类号:	--
栏目:	Physical Optics
项目基金:	Beijing Municipal Science and Technology Commission10.13039/501100009592（No.?Z181100003118014）、 National Natural Science Foundation of China10.13039/501100001809（ No.?61722209）、 Tsinghua University Initiative Scientific Research Program
收稿日期:	Feb. 4, 2020
修改稿日期:	Mar. 27, 2020
网络出版日期:	May. 20, 2020
通讯作者:	Xing Lin (lin-x@tsinghua.edu.cn), Qionghai Dai (qhdai@tsinghua.edu.cn)
备注:	--

Tiankuang Zhou, Lu Fang, Tao Yan, Jiamin Wu, Yipeng Li, Jingtao Fan, Huaqiang Wu, Xing Lin, Qionghai Dai. In situ optical backpropagation training of diffractive optical neural networks[J]. Photonics Research, 2020, 8(6): 06000940.

In situ optical backpropagation training of diffractive optical neural networks Download： 917次

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