In situ 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:10.1364/PRJ.389553

Journals >Photonics Research >Volume 8 >Issue 6 >Page 940 > Article

Photonics Research
Vol. 8, Issue 6, 940 (2020)

In situ optical backpropagation training of diffractive optical neural networks | Spotlight on Optics

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

Author Affiliations

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

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

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

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

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

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

⁷e-mail: lin-x@tsinghua.edu.cn

⁸e-mail: qhdai@tsinghua.edu.cn

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DOI: 10.1364/PRJ.389553 Cite this Article Set citation alerts

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): 940 Copy Citation Text

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