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Conferences > CLEO_AT > 2021 > JW1A > JW1A.97

Towards Training Fault Tolerant and Noise Immune Diffractive Optical Neural Engines

Soumyashree S. Panda and Ravi S. Hegde

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Abstract

We report a novel robust training regimen for Diffractive Optical Networks that uses gradient based regularization terms in the training objective. Enhanced fault tolerance and noise immunity has been observed with models trained with this method.

© 2021 The Author(s)

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