Summary
International Symposium on Nonlinear Theory and Its Applications
2016
Session Number:C2L-B
Session:
Number:C2L-B-3
Experiment on Reservoir Computing Using Consistency of a Semiconductor Laser
Yoma Kuriki, Joma Nakayama, Kosuke Takano, Atsushi Uchida,
pp.-
Publication Date:2016/11/27
Online ISSN:2188-5079
Summary:
Reservoir computing is an efficient approach for processing time dependent information, such as time series prediction and speech recognition. We experimentally investigate reservoir computing based on the consistency of a semiconductor laser subjected to optical feedback and injection. We investigate the effect of noise of the semiconductor laser on the performance of reservoir computing with a time-series prediction task. The performance can be improved by reducing the amount of the noise.