Enhanced Parallel Optoelectronic Reservoir Computation with Multi-Time-Delay Feedbacks for Chaotic Time-Series Prediction and Optical Performance Monitoring
Xin Yuan, Lin Jiang, Lianshan Yan, Song-Sui Li, Liyue Zhang, Anlin Yi, Wei Pan, Bin Luo · 2024
We successfully verified a multi-time-delay parallel optoelectronic reservoir for chaotic time-series prediction and optical performance monitoring. Results showed that both prediction accuracy and monitoring performance could be enhanced even in two time-delay feedbacks.