Electrooptic Nonlinear Activation Functions for Vector Matrix Multiplications in Optical Neural Networks

Abstract

We show how the nonlinear transfer function of electrooptic modulators enables vector matrix multiplications of photonic neural networks. Here the modulators energy-per-bit function and signal-to-noise ratio are critical factors impacting system performance.