| Literature DB >> 27137303 |
Joma Nakayama, Kazutaka Kanno, Atsushi Uchida.
Abstract
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.Year: 2016 PMID: 27137303 DOI: 10.1364/OE.24.008679
Source DB: PubMed Journal: Opt Express ISSN: 1094-4087 Impact factor: 3.894