FFT-based Convolution Neural Network on Silicon Photonics Platform
Nicola Peserico, Russell L. T. Schwartz, Hangbo Yang, Xiaoxuan Ma, Mostafa Hosseini, Puneet Gupta, Hamed Dalir, Volker J. Sorger · 2022 IEEE Photonics Conference (IPC) · 2022
We present our implementation of an on-chip FFT-based optical Convolution Neural Network. By exploiting the integration capabilities of Silicon Photonics, we can integrate high-speed optical FFT into a single Photonic Integrated Circuit (PIC), showing design, packaging, and initial results.