Theoretical Proposal of Optical Neural Network Architecture with Temporal Synthetic Dimension

Abstract

We theoretically propose the construction of the optical neural network architecture for deep learning in a single ring resonator, with the concept of temporal synthetic dimension formed by arrival times of optical pulses.