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Computing with transient states generated by delay-coupled systems

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dc.contributor.author APPELTANT, L.
dc.contributor.author SORIANO, M. C.
dc.contributor.author VAN DER SANDE G.
dc.contributor.author DANCKAERT, J.
dc.contributor.author FISCHER, I.
dc.contributor.author MIRASSO, C. R.
dc.date.accessioned 2019-12-03T14:12:04Z
dc.date.available 2019-12-03T14:12:04Z
dc.date.issued 2012
dc.identifier.citation APPELTANT, L., SORIANO, M.C., VAN DER SANDE, G. et al. Computing with transient states generated by delay-coupled systems. In: Telecommunication, Electronics and Informatics - ICTEI 2012: proc. of the 4th intern. conf., Technical University of Moldova, May 17-20, 2012. Chișinău, 2012, Vol. 2, pp. 19-22. ISBN 978-9975-45-082-9.
dc.identifier.isbn 978-9975-45-082-9
dc.identifier.uri http://repository.utm.md/handle/5014/7215
dc.description.abstract Inspired by the way the brain process information, the recently introduced paradigm of reservoir computing has been proven to be very successful in solving certain tasks that are inherently difficult for traditional computers. Reservoir computing based on delay-coupled systems has been shown to perform as well as traditional reservoir-computing methods allowing to replace the large networks by a small number of delayed-coupled dynamical elements. Its simplest manifestation, a single nonlinear node subject to delayed feedback, provides excellent performance in certain tasks as spoken digit recognition and time series predictions. en_US
dc.language.iso en en_US
dc.publisher Tehnica UTM en_US
dc.rights Attribution-NonCommercial-NoDerivs 3.0 United States *
dc.rights.uri http://creativecommons.org/licenses/by-nc-nd/3.0/us/ *
dc.subject information processing en_US
dc.subject reservoir computing en_US
dc.subject delay-coupled systems en_US
dc.title Computing with transient states generated by delay-coupled systems en_US
dc.type Article en_US


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