Training neural networks with end-to-end optical backpropagation
Optics is an exciting route for the next generation of computing hardware for machine learning, promising several orders of magnitude enhancement in both computational speed and energy efficiency. However, reaching the full capacity of an optical neural network necessitates the computing be implemen...
Prif Awduron: | Spall, J, Guo, X, Lvovsky, A |
---|---|
Fformat: | Journal article |
Iaith: | English |
Cyhoeddwyd: |
Society of Photo-Optical Instrumentation Engineers
2025
|
Eitemau Tebyg
-
Training neural networks with end-to-end optical backpropagation
gan: Spall, J
Cyhoeddwyd: (2024) -
Hybrid training of optical neural networks
gan: Spall, J, et al.
Cyhoeddwyd: (2022) -
Backpropagation through nonlinear units for the all-optical training of neural networks
gan: Guo, X, et al.
Cyhoeddwyd: (2021) -
End-to-End Training of Deep Neural Networks in the Fourier Domain
gan: András Fülöp, et al.
Cyhoeddwyd: (2022-06-01) -
Training Deep Spiking Neural Networks using Backpropagation
gan: Jun Haeng Lee, et al.
Cyhoeddwyd: (2016-11-01)