期刊
OPTICS EXPRESS
卷 24, 期 8, 页码 8679-8692出版社
OPTICAL SOC AMER
DOI: 10.1364/OE.24.008679
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资金
- Japan Society for the Promotion of Science
- Ministry of Education, Culture, Sports, Science and Technology in Japan
- Grants-in-Aid for Scientific Research [24686010, 16H03878] Funding Source: KAKEN
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. (C) 2016 Optical Society of America
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