Prediction performance of reservoir computing system based on a semiconductor laser subject to double optical feedback and optical injection

Opt Express. 2018 Apr 16;26(8):10211-10219. doi: 10.1364/OE.26.010211.

Abstract

A reservoir computing (RC) system based on a semiconductor laser (SL) with double optical feedback and optical injection is proposed, and the prediction performance of such a system is numerically investigated via Santa Fe Time-Series Prediction task. The simulation results indicate that the RC system can yield a good prediction performance. Through optimizing some relevant operating parameters, ultra-fast information processing rates up to Gb/s level can be realized for the prediction error is below 3%.