Summary
International Symposium on Nonlinear Theory and its Applications
2017
Session Number:A3L-C
Session:
Number:A3L-C-3
Experiment on Temporal Mask Effect in Laser Dynamical Reservoir Computing
Yoma Kuriki, Kosuke Takano, Chihiro Sugano, Atsushi Uchida,
pp.260-263
Publication Date:2017/12/4
Online ISSN:2188-5079
Summary:
We experimentally investigate reservoir computing based on a semiconductor laser with optical feedback and injection. Different types of temporal masks are applied to an input signal as a mask, and the performance of reservoir computing is evaluated by using a time-series prediction task. We found that good prediction performance can be achieved by using the colored-noise mask signal whose cut-off frequency is close to the relaxation oscillation frequency of the laser.