Tyler W. Hughes

Tunable Nonlinear Activation Functions for Optical Neural Networks

2020 · Conference on Lasers and Electro-Optics

We introduce an electro-optic hardware platform for realizing optical nonlin earities and demonstrate that, as a nonlinear activation function, it can substantially improve the classification performance of optical neural networks.