Sudip Shekhar

Silicon Photonics for Training Deep Neural Networks

2022

Analog photonic networks as deep learning hardware accelerators are trained on standard digital electronics. We propose an on-chip training of neural networks enabled by a silicon photonic architecture for parallel, efficient, and fast data operations. …