메뉴 건너뛰기




Volumn 27, Issue 1, 2010, Pages 17-24

Single-trial evoked potentials study by combining wavelet denoising and principal component analysis methods

Author keywords

EEG; Emotion; Evoked related potentials; Principal component analysis; Signal processing; Single trial extraction; Wavelet denoising

Indexed keywords

ARTICLE; COMPUTER SIMULATION; ELECTROENCEPHALOGRAM; EMOTION; EVOKED CORTICAL RESPONSE; NOISE REDUCTION; PRINCIPAL COMPONENT ANALYSIS; SIGNAL NOISE RATIO; SIGNAL PROCESSING; STIMULUS RESPONSE; WAVEFORM; WAVELET DENOISING;

EID: 76749164799     PISSN: 07360258     EISSN: None     Source Type: Journal    
DOI: 10.1097/WNP.0b013e3181c9b29a     Document Type: Article
Times cited : (14)

References (32)
  • 1
    • 0035269625 scopus 로고    scopus 로고
    • Results on principal component filter banks: Colored noise suppression and existence issues
    • Akkarakaran S, Vaidyanathan PP. Results on principal component filter banks: colored noise suppression and existence issues. IEEE Trans Inf Theory. 2001;47:1003-1020.
    • (2001) IEEE Trans Inf Theory , vol.47 , pp. 1003-1020
    • Akkarakaran, S.1    Vaidyanathan, P.P.2
  • 2
    • 45749104113 scopus 로고    scopus 로고
    • Noise reduction in rhythmic and multitrial biosignals with applications to event-related potentials
    • Celka P, Le KN, Cutmore TRH. Noise reduction in rhythmic and multitrial biosignals with applications to event-related potentials. IEEE Trans Biomed Eng. 2008;55:1809-1821.
    • (2008) IEEE Trans Biomed Eng , vol.55 , pp. 1809-1821
    • Celka, P.1    Le Kn Cutmore, T.R.H.2
  • 3
    • 0034258869 scopus 로고    scopus 로고
    • Adaptive wavelet thresholding for image denoising and compression
    • Chang SG, Yu B, Vettreli M. Adaptive wavelet thresholding for image denoising and compression. IEEE Trans Image Process. 2000;9:1532-1546.
    • (2000) IEEE Trans Image Process , vol.9 , pp. 1532-1546
    • Chang, S.G.1    Yu, B.2    Vettreli, M.3
  • 4
    • 0033997477 scopus 로고    scopus 로고
    • Brain potentials in affective picture processing: Covariation with autonomic arousal and affective report
    • Cuthberg B, Schupp H, Bradley M, et al. Brain potentials in affective picture processing: covariation with autonomic arousal and affective report. Biol Psychol. 2000;52:95-111.
    • (2000) Biol Psychol , vol.52 , pp. 95-111
    • Cuthberg, B.1    Schupp, H.2    Bradley, M.3
  • 6
    • 0032813528 scopus 로고    scopus 로고
    • Detection of P300 waves in single trials by the Wavelet transform (WT)
    • Demiralp T, Ademoglu A, Schurmann M, et al. Detection of P300 waves in single trials by the Wavelet transform (WT). Brain Lang. 1999;66:108-128.
    • (1999) Brain Lang , vol.66 , pp. 108-128
    • Demiralp, T.1    Ademoglu, A.2    Schurmann, M.3
  • 7
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • Donoho DL. De-noising by soft-thresholding. IEEE Trans Inf Theory. 1995;41: 613-627.
    • (1995) IEEE Trans Inf Theory , vol.41 , pp. 613-627
    • Donoho, D.L.1
  • 8
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • Donoho DL, Johnston IM. Adapting to unknown smoothness via wavelet shrinkage. J Am Stat Assoc. 1995;90:1200-1224.
    • (1995) J Am Stat Assoc , vol.90 , pp. 1200-1224
    • Donoho, D.L.1    Johnston, I.M.2
  • 9
    • 0016662267 scopus 로고
    • Some comments on the use of Wiener filtering in the estimation of evoked potentials
    • Doyle DJ. Some comments on the use of Wiener filtering in the estimation of evoked potentials. Electroencephalogr Clin Neurophysiol. 1975;38:533-534.
    • (1975) Electroencephalogr Clin Neurophysiol , vol.38 , pp. 533-534
    • Doyle, D.J.1
  • 10
    • 1842453028 scopus 로고    scopus 로고
    • Brain areas and time course of emotional processing
    • Esslen M, Pascual-Marqui RD, Hell D, et al. Brain areas and time course of emotional processing. NeuroImage. 2004;21:1189-1203.
    • (2004) NeuroImage , vol.21 , pp. 1189-1203
    • Esslen, M.1    Pascual-Marqui, R.D.2    Hell, D.3
  • 11
    • 34548013976 scopus 로고    scopus 로고
    • Interoceptive sensitivity and emotion processing: An EEG study
    • Herbert BM, Pollatos O, Schandre R. Interoceptive sensitivity and emotion processing: an EEG study. Int J Psychophysiol. 2007;65:214-227.
    • (2007) Int J Psychophysiol , vol.65 , pp. 214-227
    • Herbert, B.M.1    Pollatos, O.2    Schandre, R.3
  • 12
    • 51749118713 scopus 로고    scopus 로고
    • Wavelet-ICA methodology for efficient artifact removal from electroencephalographic recordings
    • IJCNN 2007. International Joint Conference on Volume, Issue, August 12-17 DOI: 10.1109/IJCNN.2007.4371184
    • Inuso G, La Foresta F, Mammone N, Morabito FC. Wavelet-ICA methodology for efficient artifact removal from electroencephalographic recordings. Neural Networks, 2007. IJCNN 2007. International Joint Conference on Volume, Issue, August 12-17, 2007, pp 1524-1529. DOI: 10.1109/IJCNN.2007.4371184.
    • (2007) Neural Networks, 2007 , pp. 1524-1529
    • Inuso, G.1    La Foresta, F.2    Mammone, N.3    Morabito, F.C.4
  • 13
    • 42749085067 scopus 로고    scopus 로고
    • Differential effects of object-based attention on evoked potentials to fearful and disgusted faces
    • Isabel MS, Jaime I, Ela IO, Andrew WY. Differential effects of object-based attention on evoked potentials to fearful and disgusted faces. Neuropsychologia. 2008;46:1468-1479.
    • (2008) Neuropsychologia , vol.46 , pp. 1468-1479
    • Isabel, M.S.1    Jaime, I.2    Ela, I.O.3    Andrew, W.Y.4
  • 14
    • 33846794306 scopus 로고    scopus 로고
    • Single-trial evoked potential estimation: Comparison between independent component analysis and wavelet denoising
    • DOI 10.1016/j.clinph.2006.10.024, PII S1388245706015057
    • Iyer D, Zouridakis G. Single-trial evoked potential estimation: comparison between independent component analysis and wavelet denoising. Clin Neurophysiol. 2007;118:495-504. (Pubitemid 46205414)
    • (2007) Clinical Neurophysiology , vol.118 , Issue.3 , pp. 495-504
    • Iyer, D.1    Zouridakis, G.2
  • 15
    • 33846967785 scopus 로고    scopus 로고
    • Speech signal enhancement through adaptive wavelet thresholding
    • Johnson MT, Yuan XL, Ren Y. Speech signal enhancement through adaptive wavelet thresholding. Speech Commun. 2007;49:123-133.
    • (2007) Speech Commun , vol.49 , pp. 123-133
    • Johnson, M.T.1    Yuan, X.L.2    Ren, Y.3
  • 17
    • 0034773499 scopus 로고    scopus 로고
    • Effects of emotional arousal in the cerebral hemispheres: A study of oscillatory brain activity and event-related potentials
    • Keil A, Muller MM, Gruber T, et al. Effects of emotional arousal in the cerebral hemispheres: a study of oscillatory brain activity and event-related potentials. Clin Neurophysiol. 2001;112:2057-2068.
    • (2001) Clin Neurophysiol , vol.112 , pp. 2057-2068
    • Keil, A.1    Muller, M.M.2    Gruber, T.3
  • 18
    • 0032808535 scopus 로고    scopus 로고
    • Principal component elimination method for the improvement of S/N in evoked neuromagnetic field measurements
    • Kobayashi T, Kuriki S. Principal component elimination method for the improvement of S/N in evoked neuromagnetic field measurements. IEEE Trans Biomed Eng. 1999;46:951-958.
    • (1999) IEEE Trans Biomed Eng , vol.46 , pp. 951-958
    • Kobayashi, T.1    Kuriki, S.2
  • 19
    • 0030315981 scopus 로고    scopus 로고
    • Variable Single-Trial Evoked Potential Estimation via Principal Component Identification
    • Engineering in Medicine and Biology Society,1996. Bridging Disciplines for Biomedicine. October 3, DOI: 10.1109/IEMBS.1996.652657
    • Lange DH, Inbar GF. Variable Single-Trial Evoked Potential Estimation via Principal Component Identification. Engineering in Medicine and Biology Society, 1996. Bridging Disciplines for Biomedicine. Proceedings of the 18th Annual International Conference of the IEEE, volume 3, issue 31, October 3, 1996, pp 954-955. DOI: 10.1109/IEMBS.1996.652657.
    • (1996) Proceedings of the 18th Annual International Conference of the IEEE , vol.3 , Issue.31 , pp. 954-955
    • Lange, D.H.1    Inbar, G.F.2
  • 20
    • 0034760102 scopus 로고    scopus 로고
    • Analysis and visualization of single-trial event-related potentials
    • Makeig JS, Westerfield M, Townsend J, et al. Analysis and visualization of single-trial event-related potentials. Hum Brain Map. 2001;14:166-185.
    • (2001) Hum Brain Map , vol.14 , pp. 166-185
    • Makeig, J.S.1    Westerfield, M.2    Townsend, J.3
  • 21
    • 0027739302 scopus 로고
    • Waveform estimation from noisy signals with variable signal delay using bispectrum averaging
    • Masahiko N. Waveform estimation from noisy signals with variable signal delay using bispectrum averaging. IEEE Trans Biomed Eng. 1993;40:118-127.
    • (1993) IEEE Trans Biomed Eng , vol.40 , pp. 118-127
    • Masahiko, N.1
  • 22
    • 33644863901 scopus 로고    scopus 로고
    • Improving visual evoked potential feature classification for person recognition using PCA and normalization
    • Palaniappan R, Ravi KVR. Improving visual evoked potential feature classification for person recognition using PCA and normalization. Pattern Recognit Lett. 2006;27:726-733.
    • (2006) Pattern Recognit Lett , vol.27 , pp. 726-733
    • Palaniappan, R.1    Ravi, K.V.R.2
  • 24
    • 0036339410 scopus 로고    scopus 로고
    • Functional neuroanatomy of emotion: A meta-analysis of emotion activation studies in PET and fMRI
    • Phan KL, Wager T, Taylor SF, Liberzon I. Functional neuroanatomy of emotion: a meta-analysis of emotion activation studies in PET and fMRI. NeuroImage. 2002;16:331-348.
    • (2002) NeuroImage , vol.16 , pp. 331-348
    • Phan, K.L.1    Wager, T.2    Taylor, S.F.3    Liberzon, I.4
  • 25
    • 33846413521 scopus 로고    scopus 로고
    • Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease
    • Polikar R, Topalis A, Green D, et al. Comparative multiresolution wavelet analysis of ERP spectral bands using an ensemble of classifiers approach for early diagnosis of Alzheimer's disease. Comput Biol Med. 2007;37:542-556.
    • (2007) Comput Biol Med , vol.37 , pp. 542-556
    • Polikar, R.1    Topalis, A.2    Green, D.3
  • 26
    • 0037307515 scopus 로고    scopus 로고
    • Single-trial event-related potentials with wavelet denoising
    • Quiroga RQ, Garcia H. Single-trial event-related potentials with wavelet denoising. Clin Neurophysiol. 2003;114:376-390.
    • (2003) Clin Neurophysiol , vol.114 , pp. 376-390
    • Quiroga, R.Q.1    Garcia, H.2
  • 27
    • 0345700654 scopus 로고    scopus 로고
    • Single-trial estimation of multichannel evoked-potential measurements
    • Ranta-aho PO, Koistinen AS, Ollikainen JO, et al. Single-trial estimation of multichannel evoked-potential measurements. IEEE Trans Biomed Eng. 2003;50:189-196.
    • (2003) IEEE Trans Biomed Eng , vol.50 , pp. 189-196
    • Ranta-Aho, P.O.1    Koistinen, A.S.2    Ollikainen, J.O.3
  • 28
    • 12244269334 scopus 로고    scopus 로고
    • Performance evaluation of principal component analysis in dynamic FDG-PET studies of recurrent colorectal cancer
    • Thireou T, Strauss LG, Dimitrakopoulou-Strauss A, et al. Performance evaluation of principal component analysis in dynamic FDG-PET studies of recurrent colorectal cancer. Comput Med Imaging Graph. 2003;27:43-51.
    • (2003) Comput Med Imaging Graph , vol.27 , pp. 43-51
    • Thireou, T.1    Strauss, L.G.2    Dimitrakopoulou-Strauss, A.3
  • 29
    • 0347568269 scopus 로고    scopus 로고
    • Estimation of single-trial multi-component ERPs: Differentially variable component analysis (dVCA)
    • Truccolo W, Hnuth KH, Shah AS, et al. Estimation of single-trial multi-component ERPs: differentially variable component analysis (dVCA). Biol Cybern. 2003;89:426-438.
    • (2003) Biol Cybern , vol.89 , pp. 426-438
    • Truccolo, W.1    Hnuth, K.H.2    Shah, A.S.3
  • 30
    • 0037410496 scopus 로고    scopus 로고
    • Extraction of short-latency evoked potentials using a combination of wavelets and evolutionary algorithms
    • Turner PP, Campbell J. Extraction of short-latency evoked potentials using a combination of wavelets and evolutionary algorithms. Med Eng Phys. 2003;25:407-412.
    • (2003) Med Eng Phys , vol.25 , pp. 407-412
    • Turner, P.P.1    Campbell, J.2
  • 31
    • 0027943131 scopus 로고
    • Time-varying adaptive filters for evoked potential estimation
    • Yu XH, He ZY, Zhang YS. Time-varying adaptive filters for evoked potential estimation. IEEE Trans Biomed Eng. 1994;41:1062-1071.
    • (1994) IEEE Trans Biomed Eng , vol.41 , pp. 1062-1071
    • Yu, X.H.1    He, Z.Y.2    Zhang, Y.S.3
  • 32
    • 59149088913 scopus 로고    scopus 로고
    • Single trial evoked potentials study during an emotional processing based on wavelet transform
    • Sun F, Zhang J, Tan Y, Cao J, Yu W (eds): Advances in Neural Networks-ISSN 2008. 5th International Symposium on Neural Networks, ISSN 2008., Beijing, China, September 24-28, 2008. Proceedings, Part I. Lecture Notes in Computer Science 5263 Springer, 2008. ISBN 978-3-540-87731-8 Fifth Int Symp Neural Netw
    • Zou L, Zhou RL, Hu SQ, et al. Single trial evoked potentials study during an emotional processing based on wavelet transform. Sun F, Zhang J, Tan Y, Cao J, Yu W (eds): Advances in Neural Networks-ISSN 2008. 5th International Symposium on Neural Networks, ISSN 2008., Beijing, China, September 24-28, 2008. Proceedings, Part I. Lecture Notes in Computer Science 5263 Springer, 2008. ISBN 978-3-540-87731-8. Fifth Int Symp Neural Netw. 2008;LNCS 5263:1-10.
    • (2008) LNCS , vol.5263 , pp. 1-10
    • Zou, L.1    Zhou, R.L.2    Hu, S.Q.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.