Training neural networks with end-to-end optical backpropagation

Advanced Photonics, Volume. 7, Issue 1, 016004(2025)

James Spall^1,2、†, Xianxin Guo^1,2、*, and Alexander I. Lvovsky^1,2、*

Author Affiliations

¹University of Oxford, Clarendon Laboratory, Oxford, United Kingdom

²Lumai Ltd., Wood Centre for Innovation, Oxford, United Kingdom

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James Spall, Xianxin Guo, Alexander I. Lvovsky, "Training neural networks with end-to-end optical backpropagation," Adv. Photon. 7, 016004 (2025)

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Paper Information

Category: Research Articles

Received: Aug. 7, 2024

Accepted: Dec. 11, 2024

Posted: Dec. 11, 2024

Published Online: Feb. 10, 2025

The Author Email: Xianxin Guo (xianxin.guo@lumai.co.uk), Alexander I. Lvovsky (alex.lvovsky@physics.ox.ac.uk)

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