Prediction performance of reservoir computing system based on a semiconductor laser subject to double optical feedback and optical injection
Yushuang Hou, Guang-Qiong Xia, Wen-Yan Yang, Dan Wang, Elumalai Jayaprasath, Zaifu Jiang, ChunXia Hu, Zheng-Mao Wu · Optics Express · 2018
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%.