Neural networks for optics and optics for neural networks

Abstract:

Optics and machine learning are natural symbionts. I will present three examples of how these fields can benefit each other based on our recent experimental work:

• optical neural networks and their all-optical training;

• robotic alignment of optical experiments;

• application of machine learning in linear-optical far-field superresolution imaging.