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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"
4 / 4 papers shown
Title
Scalable Back-Propagation-Free Training of Optical Physics-Informed Neural Networks
Yequan Zhao
Xinling Yu
Xian Xiao
Z. Chen
Z. Liu
G. Kurczveil
R. Beausoleil
S. Liu
Z. Zhang
47
0
0
17 Feb 2025
Backpropagation-free Training of Deep Physical Neural Networks
Ali Momeni
Babak Rahmani
M. Malléjac
Philipp del Hougne
Romain Fleury
AI4CE
PINN
17
53
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
15
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
30
457
0
27 Apr 2021
1