Optimal nonlinear information processing capacity in delay-based reservoir computers
نویسندگان
چکیده
منابع مشابه
Optimal nonlinear information processing capacity in delay-based reservoir computers
Reservoir computing is a recently introduced brain-inspired machine learning paradigm capable of excellent performances in the processing of empirical data. We focus in a particular kind of time-delay based reservoir computers that have been physically implemented using optical and electronic systems and have shown unprecedented data processing rates. Reservoir computing is well-known for the e...
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ژورنال
عنوان ژورنال: Scientific Reports
سال: 2015
ISSN: 2045-2322
DOI: 10.1038/srep12858