Optoelectronic reservoir computing system with output layer modification
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
A reservoir computing system based on a vertical-cavity surface emitting laser with optoelectronic feedback has been studied experimentally. The paper demonstrates how the output layer configuration influences the accuracy of solving the task of predicting the Santa Fe chaotic time series. Keywords: reservoir computing, semiconductor lasers, optoelectronic feedback, machine learning.
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