About: EEG data similarity using Lempel-Ziv complexity

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

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rdf:type	skos:Concept http://linked.opendata.cz/ontology/domain/vavai/Vysledek
Description	Today still big challenge in world is to find efficient technique for perform recognition on mental tasks and distinguish between them. These allow us to use Brain Computer Interface applications to help disabled people to interact with environment and control external devices such as wheel chair. In this article we used EEG data from National University of Sciences and Technology, Pakistan, which are available online. We made our experiments on signals from one subject performing hand movement task. First we applied Faster Fourier Transformer (FFT), removing the EEG higher frequencies, applying the inverse Fourier transformer then converting EEG data into graphics by turtle graphics, then find the similarity between these trials by Lempel-Ziv complexity, to find maximum similarity between EEG data for same mental task. Our model reached average accuracy up to 52.63%. Springer-Verlag Berlin Heidelberg 2014. Today still big challenge in world is to find efficient technique for perform recognition on mental tasks and distinguish between them. These allow us to use Brain Computer Interface applications to help disabled people to interact with environment and control external devices such as wheel chair. In this article we used EEG data from National University of Sciences and Technology, Pakistan, which are available online. We made our experiments on signals from one subject performing hand movement task. First we applied Faster Fourier Transformer (FFT), removing the EEG higher frequencies, applying the inverse Fourier transformer then converting EEG data into graphics by turtle graphics, then find the similarity between these trials by Lempel-Ziv complexity, to find maximum similarity between EEG data for same mental task. Our model reached average accuracy up to 52.63%. Springer-Verlag Berlin Heidelberg 2014. (en)
Title	EEG data similarity using Lempel-Ziv complexity EEG data similarity using Lempel-Ziv complexity (en)
skos:prefLabel	EEG data similarity using Lempel-Ziv complexity EEG data similarity using Lempel-Ziv complexity (en)
skos:notation	RIV/61989100:27240/14:86093036!RIV15-MSM-27240___
http://linked.open...avai/riv/aktivita	P S
http://linked.open...avai/riv/aktivity	P(EE.2.3.20.0073), S
http://linked.open...vai/riv/dodaniDat	2015
http://linked.open...aciTvurceVysledku	Snášel, Václav Prílepok, Michal Jahan, Ibrahim Salem
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	Vysoká škola báňská - Technická univerzita Ostrava / Fakulta elektrotechniky a informatiky
http://linked.open...dnocenehoVysledku	13036
http://linked.open...ai/riv/idVysledku	RIV/61989100:27240/14:86093036
http://linked.open...riv/jazykVysledku	eng - angličtina
http://linked.open.../riv/klicovaSlova	Turtle graphics; Neuron; Lempel-Ziv Complexity; Electroencephalograph (EEG); EEG data similarity (en)
http://linked.open.../riv/klicoveSlovo	Electroencephalograph (EEG) Lempel-Ziv Complexity EEG data similarity Turtle graphics Neuron
http://linked.open...ontrolniKodProRIV	[00E50E6A86DE]
http://linked.open...v/mistoKonaniAkce	Ho Chi Minh City
http://linked.open...i/riv/mistoVydani	Heidelberg
http://linked.open...i/riv/nazevZdroje	Lecture notes in electrical engineering. Volume 282
http://linked.open...in/vavai/riv/obor	IN
http://linked.open...ichTvurcuVysledku	3 (xsd:int)
http://linked.open...cetTvurcuVysledku	3 (xsd:int)
http://linked.open...vavai/riv/projekt	Bio-Inspired Methods: research, development and knowledge transfer
http://linked.open...UplatneniVysledku	2014
http://linked.open...iv/tvurceVysledku	Snášel, Václav Prílepok, Michal Jahan, Ibrahim Salem
http://linked.open...vavai/riv/typAkce	WRD - Světová
http://linked.open.../riv/zahajeniAkce	2013-12-10 (xsd:date)
issn	1876-1100
number of pages	7 (xsd:int)
http://purl.org/ne...btex#hasPublisher	Springer-Verlag
https://schema.org/isbn	978-3-642-41967-6
http://localhost/t...ganizacniJednotka	27240

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