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

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 syst...

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Published inOptics express Vol. 26; no. 8; p. 10211
Main Authors Hou, YuShuang, Xia, GuangQiong, Yang, WenYan, Wang, Dan, Jayaprasath, Elumalai, Jiang, ZaiFu, Hu, ChunXia, Wu, ZhengMao
Format Journal Article
LanguageEnglish
Published United States 16.04.2018
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ISSN1094-4087
1094-4087
DOI10.1364/OE.26.010211

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Summary: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%.
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ISSN:1094-4087
1094-4087
DOI:10.1364/OE.26.010211