메뉴 건너뛰기




Volumn 43, Issue 1, 2012, Pages 32-38

Application of multiscale amplitude modulation features and fuzzy C-means to brain-computer interface

Author keywords

amplitude modulation; brain computer interface; discrete wavelet transform; electroencephalography; fuzzy c means (FCM)

Indexed keywords

AMPLITUDE MODULATION; ARTICLE; BRAIN COMPUTER INTERFACE; CLUSTER ANALYSIS; CONTROLLED STUDY; ELECTROENCEPHALOGRAM; FUZZY SYSTEM; PRIORITY JOURNAL; WAVELET ANALYSIS; ALGORITHM; AUTOMATED PATTERN RECOGNITION; BRAIN; COMPUTER INTERFACE; ELECTROENCEPHALOGRAPHY; EVOKED MUSCLE RESPONSE; FEMALE; FUZZY LOGIC; HUMAN; MALE; METHODOLOGY; PHYSIOLOGY; SENSITIVITY AND SPECIFICITY;

EID: 84859773750     PISSN: 15500594     EISSN: None     Source Type: Journal    
DOI: 10.1177/1550059411429528     Document Type: Article
Times cited : (24)

References (26)
  • 1
    • 79251582517 scopus 로고    scopus 로고
    • The use of permutation entropy to characterize sleep electroencephalograms
    • Nicolaou N, Georgiou J. The use of permutation entropy to characterize sleep electroencephalograms. Clin EEG Neurosci. 2011 ; 42 (1). 24-28
    • (2011) Clin EEG Neurosci , vol.42 , Issue.1 , pp. 24-28
    • Nicolaou, N.1    Georgiou, J.2
  • 2
    • 79251573549 scopus 로고    scopus 로고
    • Decreased delta event-related synchronization in patients with early vascular dementia
    • Xu J, Zhao SZ, Zhang HS, Zheng CX. Decreased delta event-related synchronization in patients with early vascular dementia. Clin EEG Neurosci. 2011 ; 42 (1). 53-58
    • (2011) Clin EEG Neurosci , vol.42 , Issue.1 , pp. 53-58
    • Xu, J.1    Zhao, S.Z.2    Zhang, H.S.3    Zheng, C.X.4
  • 3
    • 0036743145 scopus 로고    scopus 로고
    • Linear spatial integration for single trial detection in encephalography
    • Parra L, Alvino C, Tang AC, et al. Linear spatial integration for single trial detection in encephalography. Neuroimage. 2002 ; 7 (1). 223-230
    • (2002) Neuroimage , vol.7 , Issue.1 , pp. 223-230
    • Parra, L.1    Alvino, C.2    Tang, A.C.3
  • 4
    • 78651087475 scopus 로고    scopus 로고
    • Fuzzy synchronization likelihood with application to attention-deficit/ hyperactivity disorder
    • Ahmadlou M, Adeli H. Fuzzy synchronization likelihood with application to attention-deficit/hyperactivity disorder. Clin EEG Neurosci. 2011 ; 42 (1). 6-13
    • (2011) Clin EEG Neurosci , vol.42 , Issue.1 , pp. 6-13
    • Ahmadlou, M.1    Adeli, H.2
  • 5
    • 57649183856 scopus 로고    scopus 로고
    • EEG-based motor imagery analysis using weighted wavelet transform features
    • Hsu WY, Sun YN. EEG-based motor imagery analysis using weighted wavelet transform features. J Neurosci Methods. 2009 ; 167 (2). 310-318
    • (2009) J Neurosci Methods , vol.167 , Issue.2 , pp. 310-318
    • Hsu, W.Y.1    Sun, Y.N.2
  • 6
    • 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
    • Muller-Putz GR, Zimmermann D, Graimann B, Nestinger K, Korisek G, Pfurtscheller G. Event-related beta EEG-changes during passive and attempted foot movements in paraplegic patients. Brain Res. 2007 ; 1137 (1). 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
  • 7
    • 79961033437 scopus 로고    scopus 로고
    • Continuous EEG signal analysis for asynchronous BCI application
    • Hsu WY. Continuous EEG signal analysis for asynchronous BCI application. Int J Neural Sys. 2011 ; 21 (4). 335-350
    • (2011) Int J Neural Sys , vol.21 , Issue.4 , pp. 335-350
    • Hsu, W.Y.1
  • 11
    • 77953131859 scopus 로고    scopus 로고
    • EEG-based motor imagery classification using neuro-fuzzy prediction and wavelet fractal features
    • Hsu WY. EEG-based motor imagery classification using neuro-fuzzy prediction and wavelet fractal features. J Neurosci Methods. 2010 ; 189 (2). 295-302
    • (2010) J Neurosci Methods , vol.189 , Issue.2 , pp. 295-302
    • Hsu, W.Y.1
  • 12
    • 79960632494 scopus 로고    scopus 로고
    • EEG-based motor imagery classification using enhanced active segment selection and adaptive classifier
    • Hsu WY. EEG-based motor imagery classification using enhanced active segment selection and adaptive classifier. Comput Biol Med. 2011 ; 41 (8). 633-639
    • (2011) Comput Biol Med , vol.41 , Issue.8 , pp. 633-639
    • Hsu, W.Y.1
  • 13
    • 84865785095 scopus 로고    scopus 로고
    • Parametric models and spectral analysis for classification in brain-computer interfaces
    • Kelly S, Burke D, Chazal deP, Reilly R. Parametric models and spectral analysis for classification in brain-computer interfaces. Proc 14th Int Digital Signal Processing. 2002 ; 1: 307-310
    • (2002) Proc 14th Int Digital Signal Processing , vol.1 , pp. 307-310
    • Kelly, S.1    Burke, D.2    Dep, C.3    Reilly, R.4
  • 14
    • 0022927456 scopus 로고
    • Fuzzy c-mean: Optimality of solutions and effective termination of the algorithm
    • Ismail MA, Selim SZ. Fuzzy c-mean: optimality of solutions and effective termination of the algorithm. Pattern Recogn. 1986 ; 19 (6). 481-485
    • (1986) Pattern Recogn , vol.19 , Issue.6 , pp. 481-485
    • Ismail, M.A.1    Selim, S.Z.2
  • 15
    • 79956199802 scopus 로고    scopus 로고
    • Analytic differential approach for robust registration of rat brain histological images
    • Hsu WY. Analytic differential approach for robust registration of rat brain histological images. Microscopy Res Tech. 2011 ; 74 (6). 523-530
    • (2011) Microscopy Res Tech , vol.74 , Issue.6 , pp. 523-530
    • Hsu, W.Y.1
  • 16
    • 79961034318 scopus 로고    scopus 로고
    • Unsupervised fuzzy c-means clustering for motor imagery EEG recognition
    • Hsu WY, Kuo WF. Unsupervised fuzzy c-means clustering for motor imagery EEG recognition. Int J Innov Comput Inf Control. 2011 ; 7 (8). 4965-4976
    • (2011) Int J Innov Comput Inf Control , vol.7 , Issue.8 , pp. 4965-4976
    • Hsu, W.Y.1    Kuo, W.F.2
  • 17
    • 0000147667 scopus 로고
    • The ten-twenty electrode system of the international federation
    • Jasper H. The ten-twenty electrode system of the international federation. Electroenceph Clin Neurophysiol. 1958 ; 10: 371-375
    • (1958) Electroenceph Clin Neurophysiol , vol.10 , pp. 371-375
    • Jasper, H.1
  • 20
    • 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
    • Clochon P, Fontbonne JM, Lebrun N, Etevenon P. A new method for quantifying EEG event-related desynchronization: amplitude envelope analysis. Electroencephalogr Clin Neurophysiol. 1996 ; 98 (2). 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
  • 21
    • 0015644825 scopus 로고
    • A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters
    • Dunn JC. A fuzzy relative of the ISODATA process and its use in detecting compact well-separated clusters. J Cybern. 1974 ; 3 (3). 32-57
    • (1974) J Cybern , vol.3 , Issue.3 , pp. 32-57
    • Dunn, J.C.1
  • 23
    • 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
    • Demiralp T, Yordanova J, Kolev V, Ademoglu A, Devrim M, Samar VJ. Time-frequency analysis of single-sweep event-related potentials by means of fast wavelet transform. Brain Lang. 1999 ; 66 (1). 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
  • 24
    • 34247508089 scopus 로고    scopus 로고
    • Wavelet-based fractal features with active segment selection: Application to single-trial EEG data
    • Hsu WY, Lin CC, Ju MS, Sun YN. Wavelet-based fractal features with active segment selection: application to single-trial EEG data. J Neurosci Methods. 2007 ; 163 (1). 145-160
    • (2007) J Neurosci Methods , vol.163 , Issue.1 , pp. 145-160
    • Hsu, W.Y.1    Lin, C.C.2    Ju, M.S.3    Sun, Y.N.4
  • 25
    • 50649086832 scopus 로고    scopus 로고
    • Automatic seamless mosaicing of microscopic images: Enhancing appearance with color degradation compensation and wavelet-based blending
    • Hsu WY, Poon WFP, Sun YN. Automatic seamless mosaicing of microscopic images: enhancing appearance with color degradation compensation and wavelet-based blending. J Microscopy-Oxford. 2008 ; 231 (3). 408-418
    • (2008) J Microscopy-Oxford , vol.231 , Issue.3 , pp. 408-418
    • Hsu, W.Y.1    Wfp, P.2    Sun, Y.N.3
  • 26
    • 0020083498 scopus 로고
    • The meaning and use of the area under a receiver operating characteristic (ROC) curve
    • Hanley JA, McNeil BJ. The meaning and use of the area under a receiver operating characteristic (ROC) curve. Radiology. 1982 ; 143: 29-36 (Pubitemid 12142173)
    • (1982) Radiology , vol.143 , Issue.1 , pp. 29-36
    • Hanley, J.A.1    McNeil, B.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.