Programmable phase-change metasurfaces on waveguides for multimode photonic convolutional neural network

Abstract

Integrated optical computing requires programmable photonic and nonlinear elements. The authors demonstrate a phase-change metasurface mode converter, which can be programmed to control the waveguide mode contrast, and build an optical convolutional neural network to perform image processing tasks.