Intermittent dynamics identification and prediction from experimental data of discrete-mode semiconductor lasers by reservoir computing

• Published in: Optics express Vol. 32; no. 20; p. 35952
• Main Authors: Feng, Shoudi, Zhong, Zhuqiang, He, Haomiao, Liu, Rui, Chen, Jianjun, Huang, Xingyu, Zhu, Yipeng, Hong, Yanhua
• Format: Journal Article
• Language: English
• Published: United States 23.09.2024

Analysis of intermittent dynamics from experimental data is essential to promote the understanding of practical complex nonlinear systems and their underlying physical mechanisms. In this paper, reservoir computing enabled dynamics prediction, and identification of two types of intermittent switchin...