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  • This paper deals with a suitable method for decomposition of EEG/ERP signal to waveforms which are grouped is such way that one or few groups contain ERP P3 waveforms. At the beginning, the EEG/ERP domain is briefly introduced and essential information about EEG and ERP signals is given. Then, the method for waveforms grouping based on matching pursuit algorithm with Gabor dictionary as a preprocessing method for feature extraction for ART2 neural network is explained in detail. Emphasis is placed on selection of suitable feature extraction method. Comparison of tested feature extraction methods and summarization is given at the end.
  • This paper deals with a suitable method for decomposition of EEG/ERP signal to waveforms which are grouped is such way that one or few groups contain ERP P3 waveforms. At the beginning, the EEG/ERP domain is briefly introduced and essential information about EEG and ERP signals is given. Then, the method for waveforms grouping based on matching pursuit algorithm with Gabor dictionary as a preprocessing method for feature extraction for ART2 neural network is explained in detail. Emphasis is placed on selection of suitable feature extraction method. Comparison of tested feature extraction methods and summarization is given at the end. (en)
Title
  • Using ART2 for Clustering of Gabor Atoms Describing ERP P3 Waveforms
  • Using ART2 for Clustering of Gabor Atoms Describing ERP P3 Waveforms (en)
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  • Using ART2 for Clustering of Gabor Atoms Describing ERP P3 Waveforms
  • Using ART2 for Clustering of Gabor Atoms Describing ERP P3 Waveforms (en)
skos:notation
  • RIV/49777513:23520/12:43916280!RIV13-MSM-23520___
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  • S
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  • 176486
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  • RIV/49777513:23520/12:43916280
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  • EEG; electroencephalography; P3 component; ERP; event-related potential; MP; matching pursuit algorithm; clustering; feature vector; ANN; adaptive resonance theory neural network; ART2; signal energy; Gabor atoms (en)
http://linked.open.../riv/klicoveSlovo
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  • [B6B8497C5BE6]
http://linked.open...v/mistoKonaniAkce
  • Chongqing, Čína
http://linked.open...i/riv/mistoVydani
  • Los Alamitos
http://linked.open...i/riv/nazevZdroje
  • BMEI 2012
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http://linked.open...UplatneniVysledku
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  • Řondík, Tomáš
  • Mautner, Pavel
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number of pages
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  • IEEE
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  • 978-1-4673-1182-3
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  • 23520
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