High Speed Time Series Prediction with a Photonic Spiking Neural Network Built with a Single VCSEL
Dafydd Owen-Newns, Lina Jaurigue, Joshua Robertson, Andrew Adair, Jonnel Anthony Jaurigue, Kathy Lüdge, Antonio Hurtado · 2024
We report a high speed Neuromorphic Photonic Spiking Neural Network (p-SNN) built with a Vertical Cavity Surface Emitting Laser (VCSEL). Memory is induced in the p-SNN by introducing two separate past points in the time series allowing accurate predictions over a range of future horizons.