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Experimental implementation of reservoir computing with a semiconductor laser subject to optoelectronic feedback
Danilenko G.O.1, Pavlov D.A.1, Viktorov E.A.
1, Kovalev A.V.
1
1ITMO University, St. Petersburg, Russia
Email: avkovalev@itmo.ru
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.
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