Asynchronous Time-Delay Reservoir Computing Based on Laser Dynamics
Jia-Yan Tang, Bao-De Lin, Jingyi Yu, Xuming He, Cheng Wang · 2022 IEEE Photonics Conference (IPC) · 2022
We demonstrate a time-delay reservoir computing network based on laser dynamics, where the delay time is asynchronous with the clock period of the input signal. The performance of this asynchronous network is proved to be more competitive than those of common synchronous networks.