Matches in UGent Biblio for { <https://biblio.ugent.be/publication/2057639#aggregation> ?p ?o. }
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- aggregation classification "C1".
- aggregation creator B92475.
- aggregation creator B92476.
- aggregation creator B92477.
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- aggregation creator person.
- aggregation creator person.
- aggregation date "2011".
- aggregation format "application/pdf".
- aggregation hasFormat 2057639.bibtex.
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- aggregation language "eng".
- aggregation publisher "IEEE/LEOS".
- aggregation rights "I have transferred the copyright for this publication to the publisher".
- aggregation subject "Technology and Engineering".
- aggregation title "Reservoir computing using a delayed feedback system: towards photonic implementations".
- aggregation abstract "Delayed feedback systems are known to exhibit a rich dynamical behavior, showing a wide variety of dynamical regimes. We use this richness to implement reservoir computing, a processing concept in machine learning. In this paper we demonstrate the proof of principle on an electronic system, however the approach is readily transferable to photonics, promising fast and computationally efficient all-optical processing. Using only one single node with delayed feedback instead of an entire network of nodes, we succeed in obtaining state-of-the-art results on benchmarks such as spoken digit recognition and system identification.".
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- aggregation endPage "128".
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