Laser dynamical reservoir computing with consistency: an approach of a chaos mask signal
Joma Nakayama, Kazutaka Kanno, Atsushi Uchida · Optics Express · 2016
We numerically investigate reservoir computing based on the consistency of a semiconductor laser subjected to optical feedback and injection. We introduce a chaos mask signal as an input temporal mask for reservoir computing and perform a time-series prediction task. We compare the errors of the task obtained from the chaos mask signal with those obtained from other digital and analog masks. The performance of the prediction task can be improved by using the chaos mask signal due to complex dynamical response.