About: Application of Common Spatial Patterns on Classification of Right Hand Finger Movements from EEG Signal

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About: Application of Common Spatial Patterns on Classification of Right Hand Finger Movements from EEG Signal Goto Sponge NotDistinct Permalink

An Entity of Type : http://linked.opendata.cz/ontology/domain/vavai/Vysledek, within Data Space : linked.opendata.cz associated with source document(s)

Attributes	Values
rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
rdfs:seeAlso	http://elektrorevue.cz/en/articles/analogue-technics/0/application-of-common-spatial-patterns-on-classification-of-right-hand-finger-movements-from-eeg-signal/
Description	The contribution investigates the possibility of discriminating between movement-related ElectroEncephaloGram (EEG) realisations associated with movements of the same limb. Common Spatial Patterns (CSP) are used to extract features. The classifier is able to distinguish between both movement states and resting state (three-class classification) with classification score of 63.8% ± 4.9% on average. The CSP does not significantly improve the score, however it can save training time. The contribution investigates the possibility of discriminating between movement-related ElectroEncephaloGram (EEG) realisations associated with movements of the same limb. Common Spatial Patterns (CSP) are used to extract features. The classifier is able to distinguish between both movement states and resting state (three-class classification) with classification score of 63.8% ± 4.9% on average. The CSP does not significantly improve the score, however it can save training time. (en)
Title	Application of Common Spatial Patterns on Classification of Right Hand Finger Movements from EEG Signal Application of Common Spatial Patterns on Classification of Right Hand Finger Movements from EEG Signal (en)
skos:prefLabel	Application of Common Spatial Patterns on Classification of Right Hand Finger Movements from EEG Signal Application of Common Spatial Patterns on Classification of Right Hand Finger Movements from EEG Signal (en)
skos:notation	RIV/68407700:21230/14:00222669!RIV15-MSM-21230___
http://linked.open...avai/riv/aktivita	S
http://linked.open...avai/riv/aktivity	S
http://linked.open...iv/cisloPeriodika	3
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Šťastný, Jakub Černý, Vladimír
http://linked.open.../riv/druhVysledku	J - Článek v odborném periodiku
http://linked.open...iv/duvernostUdaju	S - Úplné a pravdivé údaje nepodléhající ochraně podle zvláštních právních předpisů
http://linked.open...titaPredkladatele	České vysoké učení technické v Praze / Fakulta elektrotechnická
http://linked.open...dnocenehoVysledku	3717
http://linked.open...ai/riv/idVysledku	RIV/68407700:21230/14:00222669
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	BCI; EEG; CSP (en)
http://linked.open.../riv/klicoveSlovo	CSP BCI EEG
http://linked.open...odStatuVydavatele	CZ - Česká republika
http://linked.open...ontrolniKodProRIV	[DD0D1E3AB331]
http://linked.open...i/riv/nazevZdroje	Elektrorevue
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	2 (xsd:int)
http://linked.open...cetTvurcuVysledku	2 (xsd:int)
http://linked.open...UplatneniVysledku	2014
http://linked.open...v/svazekPeriodika	5
http://linked.open...iv/tvurceVysledku	Černý, Vladimír Šťastný, Jakub
issn	1213-1539
number of pages	5 (xsd:int)
http://localhost/t...ganizacniJednotka	21230

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