About: A fast algorithm for blind separation of non-Gaussian and time-correlated signals

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	In this article we propose a computationally efficient method (termed FCOMBI) to combine the strengths of non-Gaussianity based blind source separation (BSS) and cross-correlation-based BSS. This is done by fusing the separtion abilities of two well known algorithms: EFICA and WASOBI. The algorithm is suitable for the analysis of very high-dimensional datasets like high-density Electroencephalogram or Magnetoencephalogram recordings. In this article we propose a computationally efficient method (termed FCOMBI) to combine the strengths of non-Gaussianity based blind source separation (BSS) and cross-correlation-based BSS. This is done by fusing the separtion abilities of two well known algorithms: EFICA and WASOBI. The algorithm is suitable for the analysis of very high-dimensional datasets like high-density Electroencephalogram or Magnetoencephalogram recordings. (en) V clanku je navrzen vypocetne nenarocny algoritmus, ktery kombinuje schopnosti slepe separace dvou odlisnych algorimu: EFICA, ktery vyuziva ne-gaussovskosti rozlozeni jednotlivych separovanych zdroju, a WASOBI, ktery vyuziva rozdilnosti frekvencnich spekter jednotlivych zdroju. Algoritmus je vhodny pro analyzu mnohadimensionalnich dat z elektroencefalogramu a magnetoencefaloogramu s vysokym rozlisenim. (cs)
Title	A fast algorithm for blind separation of non-Gaussian and time-correlated signals A fast algorithm for blind separation of non-Gaussian and time-correlated signals (en) Rychlý algoritmus pro slepou separaci ne-Gaussovských a časově korelovaných signálů (cs)
skos:prefLabel	A fast algorithm for blind separation of non-Gaussian and time-correlated signals A fast algorithm for blind separation of non-Gaussian and time-correlated signals (en) Rychlý algoritmus pro slepou separaci ne-Gaussovských a časově korelovaných signálů (cs)
skos:notation	RIV/67985556:_____/07:00085969!RIV08-AV0-67985556
http://linked.open.../vavai/riv/strany	1731;1735
http://linked.open...avai/riv/aktivita	P Z
http://linked.open...avai/riv/aktivity	P(1M0572), P(GA102/05/0278), P(GP102/07/P384), Z(AV0Z10750506)
http://linked.open...vai/riv/dodaniDat	2008
http://linked.open...aciTvurceVysledku	Tichavský, Petr Koldovský, Zbyněk
http://linked.open.../riv/druhVysledku	D - Článek ve sborníku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	Ústav teorie informace a automatizace AV ČR, v. v. i.
http://linked.open...dnocenehoVysledku	407884
http://linked.open...ai/riv/idVysledku	RIV/67985556:_____/07:00085969
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Blind source separation; multidimensional independent components; FCOMBI (en)
http://linked.open.../riv/klicoveSlovo	Blind source separation FCOMBI multidimensional independent components
http://linked.open...ontrolniKodProRIV	[726361697675]
http://linked.open...v/mistoKonaniAkce	Poznan
http://linked.open...i/riv/mistoVydani	Poznan
http://linked.open...i/riv/nazevZdroje	Proccedings of the 15th European Signal Processing Conference. EUSIPCO 2007
http://linked.open...in/vavai/riv/obor	FH
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	4 (xsd:int)
http://linked.open...vavai/riv/projekt	Data, algorithms, decision making Application of State-of-the-art Methods for Independent Component Analysis on Blind Separation of Real Signals New trends in research and application of voice technology
http://linked.open...UplatneniVysledku	2007
http://linked.open...iv/tvurceVysledku	Koldovský, Zbyněk Tichavský, Petr Gómez-Herrero, G. Egiazarian, K.
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2007-09-03 (xsd:date)
http://linked.open...n/vavai/riv/zamer	Pokročilé matematické metody získávání, zpracování a využití informací a znalostí ve složitých a nedeterministických systémech
number of pages	5 (xsd:int)
http://purl.org/ne...btex#hasPublisher	PTETiS
https://schema.org/isbn	978-83-921340-2-2
is http://linked.open...avai/riv/vysledek of	A fast algorithm for blind separation of non-Gaussian and time-correlated signals A fast algorithm for blind separation of non-Gaussian and time-correlated signals A fast algorithm for blind separation of non-Gaussian and time-correlated signals

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