A digital twin of a multimode fiber, updated online during training, lets gradients pass through a nonlinear optical layer and improves hybrid network accuracy and drift resilience.
Zhu et al., ‘Intelligent Computing: The Latest Advances, Challenges, and Future’, Intell
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Training Hybrid Neural Networks with Multimode Optical Nonlinearities Using Digital Twins
A digital twin of a multimode fiber, updated online during training, lets gradients pass through a nonlinear optical layer and improves hybrid network accuracy and drift resilience.