Towards fully integrated photonic backpropagation training and inference using on-chip nonlinear activation and gradient functions

Farshid Ashtiani, Mohamad Hossein Idjadi

Gradient descent-based backpropagation training is widely used in many neural network systems. However, photonic implementation of such method is not straightforward mainly since h…