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2205.08501
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Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks
17 May 2022
Sunil Pai
Zhanghao Sun
Tyler W. Hughes
Taewon Park
Ben Bartlett
Ian A. D. Williamson
M. Minkov
M. Milanizadeh
Nathnael S. Abebe
F. Morichetti
A. Melloni
S. Fan
O. Solgaard
David A. B. Miller
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Papers citing
"Experimentally realized in situ backpropagation for deep learning in nanophotonic neural networks"
7 / 7 papers shown
Title
Programmable metasurfaces for future photonic artificial intelligence
Loubnan Abou-Hamdan
Emil Marinov
Peter Wiecha
Philipp del Hougne
Tianyu Wang
Patrice Genevet
11
0
0
16 May 2025
Scalable Back-Propagation-Free Training of Optical Physics-Informed Neural Networks
Yequan Zhao
Xinling Yu
Xian Xiao
Zhengzhang Chen
Zhengwu Liu
G. Kurczveil
R. Beausoleil
Shixuan Liu
Z. Zhang
59
0
0
17 Feb 2025
Multiplexed all-optical permutation operations using a reconfigurable diffractive optical network
Guangdong Ma
Xilin Yang
Bijie Bai
Jingxi Li
Yuhang Li
...
Che-Yung Shen
Yijie Zhang
Yuzhu Li
Mona Jarrahi
Aydogan Ozcan
29
1
0
04 Feb 2024
Spatially Varying Nanophotonic Neural Networks
Kaixuan Wei
Xiao Li
Johannes E. Froech
Praneeth Chakravarthula
James E. M. Whitehead
Ethan Tseng
A. Majumdar
Felix Heide
25
11
0
07 Aug 2023
Backpropagation-free Training of Deep Physical Neural Networks
Ali Momeni
Babak Rahmani
M. Malléjac
Philipp del Hougne
Romain Fleury
AI4CE
PINN
36
54
0
20 Apr 2023
Silicon Photonic Architecture for Training Deep Neural Networks with Direct Feedback Alignment
M. Filipovich
Zhimu Guo
M. Al-Qadasi
Bicky A. Marquez
Hugh Morison
V. Sorger
Paul R. Prucnal
S. Shekhar
B. Shastri
33
52
0
12 Nov 2021
Deep physical neural networks enabled by a backpropagation algorithm for arbitrary physical systems
Logan G. Wright
Tatsuhiro Onodera
Martin M. Stein
Tianyu Wang
Darren T. Schachter
Zoey Hu
Peter L. McMahon
PINN
AI4CE
49
473
0
27 Apr 2021
1