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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… Click to show full 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%.
Keywords:
system;
reservoir computing;
prediction performance;
prediction;
computing system
Journal Title: Optics express
Year Published: 2018
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Journal Title: Optics express
Year Published: 2018
Link to full text (if available)
Share on Social Media: Sign Up to like & get
recommendations!