Experimental implementation of reservoir computing with a semiconductor laser subject to optoelectronic feedback

G. O. Danilenko, D. A. Pavlov, E. A. Viktorov, A. V. Kovalev

ITMO University, St. Petersburg, Russia

Abstract: We present the results of experimental research of a reservoir computing system based on a semiconductor laser with optoelectronic feedback. In the research, the memory capacity of the system and error in predicting the chaotic Mackey-Glass time series have been determined. The effect of the system pump current, feedback strength and number of nodes on its performance has been investigated.

Keywords: reservoir computing, semiconductor lasers, optoelectronic feedback.

Received: 23.04.2024
Revised: 08.05.2024
Accepted: 13.05.2024

DOI: 10.61011/PJTF.2024.17.58577.19971

Bibliographic databases:

•