Deep learning empowered synthetic dimension dynamics
Shiqi Xia, Sihong Lei, Daohong Song, Luigi Di Lauro, Imtiaz Alamgir, Liqin Tang, Jingjun Xu, Roberto Morandotti, Hrvoje Buljan, Zhigang Chen · 2024
We propose and demonstrate a scheme for light manipulation in synthetic mode dimensions with deep learning, leading to unusual mode dynamics and, particularly, the morphing of light into topological modes in an ANN-designed photonic platform.