A reservoir computing demonstrator: real-time chaos prediction using a single nonlinear node and delayed feedback

Lars Keuninckx; Guy Van Der Sande; Jan Danckaert

A reservoir computing demonstrator: real-time chaos prediction using a single nonlinear node and delayed feedback

Lars Keuninckx, Guy Van Der Sande, Jan Danckaert

Onderzoeksoutput: Meeting abstract (Book) › Research

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Recently a structure of a reservoir computer having a single nonlinear node combined with delayed feedback has been introduced. We show an FPGA-based electronic implementation of such a system solving the task of the predicting in realtime an externally applied chaotic signal.

Originele taal-2	English
Titel	2013 Annual Workshop of the IEE/Photonics Benelux Chapter
Redacteuren	V. Ginis, M. Khoder, L. Lambrechts, P. Tassin
Status	Published - 3 apr 2013
Evenement	Unknown - Duur: 3 apr 2013 → …

Conference

Conference	Unknown
Periode	3/04/13 → …

Bibliografische nota

V. Ginis, M. Khoder, L. Lambrechts & P. Tassin

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http://we.vub.ac.be/ieeephotonicsbeneluxworkshop/programme.php

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title = "A reservoir computing demonstrator: real-time chaos prediction using a single nonlinear node and delayed feedback",

abstract = "Recently a structure of a reservoir computer having a single nonlinear node combined with delayed feedback has been introduced. We show an FPGA-based electronic implementation of such a system solving the task of the predicting in realtime an externally applied chaotic signal.",

keywords = "reservoir computing, chaos, prediction",

author = "Lars Keuninckx and {Van Der Sande}, Guy and Jan Danckaert",

note = "V. Ginis, M. Khoder, L. Lambrechts & P. Tassin; null ; Conference date: 03-04-2013",

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KW - reservoir computing

KW - chaos

KW - prediction

M3 - Meeting abstract (Book)

SN - 978-90-90-27586-4

BT - 2013 Annual Workshop of the IEE/Photonics Benelux Chapter

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A reservoir computing demonstrator: real-time chaos prediction using a single nonlinear node and delayed feedback

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Conference

Bibliografische nota

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