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Volumn 39, Issue 3, 2012, Pages 2743-2749

Wavelet-based envelope features with automatic EOG artifact removal: Application to single-trial EEG data

Author keywords

Amplitude modulation (AM); Brain computer interface (BCI); Discrete wavelet transform (DWT); Electroencephalogram (EEG); Independent component analysis (ICA); Support vector machine (SVM)

Indexed keywords

BRAIN-COMPUTER INTERFACE (BCI); DISCRETE WAVELET TRANSFORM (DWT); ELECTROENCEPHALOGRAM (EEG); INDEPENDENT COMPONENTS; SUPPORT VECTOR;

EID: 80255137439     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.08.132     Document Type: Article
Times cited : (61)

References (24)
  • 3
    • 0029864969 scopus 로고    scopus 로고
    • A new method for quantifying EEG event-related desynchronization: Amplitude envelope analysis
    • DOI 10.1016/0013-4694(95)00192-1
    • P. Clochon, J.M. Fontbonne, N. Lebrun, and P. Etevenon A new method for quantifying EEG event-related desynchronization: Amplitude envelope analysis Electroencephalography and Clinical Neurophysiology 98 1996 126 129 (Pubitemid 26076009)
    • (1996) Electroencephalography and Clinical Neurophysiology , vol.98 , Issue.2 , pp. 126-129
    • Clochon, P.1    Fontbonne, J.-M.2    Lebrun, N.3    Etevenon, P.4
  • 5
    • 0032813591 scopus 로고    scopus 로고
    • Time-frequency analysis of single-sweep event-related potentials by means of fast wavelet transform
    • DOI 10.1006/brln.1998.2028
    • T. Demiralp, J. Yordanova, V. Kolev, A. Ademoglu, M. Devrim, and V.J. Samar Time-frequency analysis of single-sweep event-related potentials by means of fast wavelet transform Brain and Language 66 1999 129 145 (Pubitemid 29369335)
    • (1999) Brain and Language , vol.66 , Issue.1 , pp. 129-145
    • Demiralp, T.1    Yordanova, J.2    Kolev, V.3    Ademoglu, A.4    Devrim, M.5    Samar, V.J.6
  • 7
    • 77953131859 scopus 로고    scopus 로고
    • EEG-based motor imagery classification using neuro-fuzzy prediction and wavelet fractal features
    • W.Y. Hsu EEG-based motor imagery classification using neuro-fuzzy prediction and wavelet fractal features Journal of Neuroscience Methods 189 2 2010 295 302
    • (2010) Journal of Neuroscience Methods , vol.189 , Issue.2 , pp. 295-302
    • Hsu, W.Y.1
  • 8
    • 34247508089 scopus 로고    scopus 로고
    • Wavelet-based fractal features with active segment selection: Application to single-trial EEG data
    • W.Y. Hsu, C.C. Lin, M.S. Ju, and Y.N. Sun Wavelet-based fractal features with active segment selection: Application to single-trial EEG data Journal of Neuroscience Methods 163 1 2007 145 160
    • (2007) Journal of Neuroscience Methods , vol.163 , Issue.1 , pp. 145-160
    • Hsu, W.Y.1    Lin, C.C.2    Ju, M.S.3    Sun, Y.N.4
  • 9
    • 50649086832 scopus 로고    scopus 로고
    • Automatic seamless mosaicing of microscopic images: Enhancing appearance with color degradation compensation and wavelet-based blending
    • W.Y. Hsu, W.F.P. Poon, and Y.N. Sun Automatic seamless mosaicing of microscopic images: Enhancing appearance with color degradation compensation and wavelet-based blending Journal of Microscopy-Oxford 231 3 2008 408 418
    • (2008) Journal of Microscopy-Oxford , vol.231 , Issue.3 , pp. 408-418
    • Hsu, W.Y.1    Poon, W.F.P.2    Sun, Y.N.3
  • 10
    • 57649183856 scopus 로고    scopus 로고
    • EEG-based motor imagery analysis using weighted wavelet transform features
    • W.Y. Hsu, and Y.N. Sun EEG-based motor imagery analysis using weighted wavelet transform features Journal of Neuroscience Methods 167 2 2009 310 318
    • (2009) Journal of Neuroscience Methods , vol.167 , Issue.2 , pp. 310-318
    • Hsu, W.Y.1    Sun, Y.N.2
  • 12
  • 15
    • 33846905540 scopus 로고    scopus 로고
    • Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients
    • DOI 10.1016/j.brainres.2006.12.052, PII S0006899306036055
    • G.R. Muller-Putz, D. Zimmermann, B. Graimann, K. Nestinger, G. Korisek, and G. Pfurtscheller Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients Brain Research 1137 2007 84 91 (Pubitemid 46240063)
    • (2007) Brain Research , vol.1137 , Issue.1 , pp. 84-91
    • Muller-Putz, G.R.1    Zimmermann, D.2    Graimann, B.3    Nestinger, K.4    Korisek, G.5    Pfurtscheller, G.6
  • 17
    • 0036743145 scopus 로고    scopus 로고
    • Linear spatial integration for single trial detection in encephalography
    • L. Parra, C. Alvino, A.C. Tang, B.A. Pearlmutter, N. Yeung, and A. Osman Linear spatial integration for single trial detection in encephalography NeuroImage 7 1 2002 223 230
    • (2002) NeuroImage , vol.7 , Issue.1 , pp. 223-230
    • Parra, L.1    Alvino, C.2    Tang, A.C.3    Pearlmutter, B.A.4    Yeung, N.5    Osman, A.6
  • 18
    • 0032829330 scopus 로고    scopus 로고
    • Event-related EEG/MEG synchronization and desynchronization: Basic principles
    • DOI 10.1016/S1388-2457(99)00141-8, PII S1388245799001418
    • G. Pfurtscheller, and dS.F.H. Lopes Event-related EEG/MEG synchronization and desynchronization: basic principles Clinical Neurophysiology 110 1999 1842 1857 (Pubitemid 29454610)
    • (1999) Clinical Neurophysiology , vol.110 , Issue.11 , pp. 1842-1857
    • Pfurtscheller, G.1    Lopes Da Silva, F.H.2
  • 20
    • 77957830692 scopus 로고    scopus 로고
    • EEG signal classification using PCA, ICA, LDA and support vector machines
    • A. Subasi, and M.I. Gursoy EEG signal classification using PCA, ICA, LDA and support vector machines Expert Systems with Applications 37 12 2010 8659 8666
    • (2010) Expert Systems with Applications , vol.37 , Issue.12 , pp. 8659-8666
    • Subasi, A.1    Gursoy, M.I.2
  • 21
    • 77249148265 scopus 로고    scopus 로고
    • Extreme energy difference for feature extraction of EEG signals
    • S. Sun Extreme energy difference for feature extraction of EEG signals Expert Systems with Applications 37 6 2010 4350 4357
    • (2010) Expert Systems with Applications , vol.37 , Issue.6 , pp. 4350-4357
    • Sun, S.1
  • 22
    • 4243406438 scopus 로고    scopus 로고
    • Blind source separation of multichannel neuromagnetic responses
    • DOI 10.1016/S0925-2312(00)00286-1, PII S0925231200002861
    • A.C. Tang, B.A. Pearlmutter, M. Zibulevsky, and S.A. Carter Blind source separation of multichannel neuromagnetic responses Neurocomputing 32-33 2000 1115 1120 (Pubitemid 30459837)
    • (2000) Neurocomputing , vol.32-33 , pp. 1115-1120
    • Tang, A.C.1    Pearlmutter, B.A.2    Zibulevsky, M.3    Carter, S.A.4
  • 23
    • 77249090169 scopus 로고    scopus 로고
    • Analysis of sleep EEG activity during hypopnoea episodes by least squares support vector machine employing AR coefficients
    • E.D. Übeyli, D. Cvetkovic, G. Holland, and I. Cosic Analysis of sleep EEG activity during hypopnoea episodes by least squares support vector machine employing AR coefficients Expert Systems with Applications 37 6 2010 4463 4467
    • (2010) Expert Systems with Applications , vol.37 , Issue.6 , pp. 4463-4467
    • Übeyli, E.D.1    Cvetkovic, D.2    Holland, G.3    Cosic, I.4
  • 24
    • 56349170342 scopus 로고    scopus 로고
    • Selection of significant independent components for ECG beat classification
    • S.N. Yu, and K.T. Chou Selection of significant independent components for ECG beat classification Expert Systems with Applications 36 2 2009 2088 2096
    • (2009) Expert Systems with Applications , vol.36 , Issue.2 , pp. 2088-2096
    • Yu, S.N.1    Chou, K.T.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.