Towards Training Fault Tolerant and Noise Immune Diffractive Optical Neural Engines (JW1A.97)
Presenter: Soumyashree Panda, IIT Gandhinagar, India
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.
Authors:Soumyashree Panda, IIT Gandhinagar, India / Ravi Hegde, IIT Gandhinagar, India