메뉴 건너뛰기




Volumn 55, Issue 7, 2008, Pages 1809-1821

Noise reduction in rhythmic and multitrial biosignals with applications to event-related potentials

Author keywords

Event related potentials (ERPs); Noise reduction; Principal component analysis (PCA); Rhythmic patterns; Visual oddball paradigm; Wavelet

Indexed keywords

ACOUSTIC INTENSITY; ACOUSTIC NOISE MEASUREMENT; ADMINISTRATIVE DATA PROCESSING; ALGORITHMS; BIOELECTRIC POTENTIALS; EVOLUTIONARY ALGORITHMS; FINANCIAL DATA PROCESSING; MATHEMATICAL TRANSFORMATIONS; SET THEORY; WAVELET TRANSFORMS;

EID: 45749104113     PISSN: 00189294     EISSN: None     Source Type: Journal    
DOI: 10.1109/TBME.2008.919851     Document Type: Article
Times cited : (14)

References (45)
  • 1
    • 16644379529 scopus 로고    scopus 로고
    • An adaptive neuro-fuzzy method (ANFIS) for estimating single-trial movement-related potentials
    • D. D. B. D. Rubin, G. Baselli, G. F. Inbar, and S. Cerutti, "An adaptive neuro-fuzzy method (ANFIS) for estimating single-trial movement-related potentials," Biol. Cybern., vol. 113, pp. 63-75, 2002.
    • (2002) Biol. Cybern , vol.113 , pp. 63-75
    • Rubin, D.D.B.D.1    Baselli, G.2    Inbar, G.F.3    Cerutti, S.4
  • 2
    • 0033734288 scopus 로고    scopus 로고
    • Nonlinear denoising of transient signals with application to event related potentials
    • A. Effern, K. Lehnertz, T. Schreiber, T. Grunwald, P. David, and C. E. Elger, "Nonlinear denoising of transient signals with application to event related potentials," Phys. D, vol. 140, pp. 257-266, 2000.
    • (2000) Phys. D , vol.140 , pp. 257-266
    • Effern, A.1    Lehnertz, K.2    Schreiber, T.3    Grunwald, T.4    David, P.5    Elger, C.E.6
  • 3
    • 0033762608 scopus 로고    scopus 로고
    • Single trial analysis of event related potentials: Nonlinear denoising with wavelets
    • A. Effern, K. Lehnertz, T. Grunwald, G. Fernández, P. David, and C. E. Elger, "Single trial analysis of event related potentials: Nonlinear denoising with wavelets," Clin. Neurophysiol., vol. 11, pp. 2255-2263, 2000.
    • (2000) Clin. Neurophysiol , vol.11 , pp. 2255-2263
    • Effern, A.1    Lehnertz, K.2    Grunwald, T.3    Fernández, G.4    David, P.5    Elger, C.E.6
  • 4
    • 0002059391 scopus 로고
    • A posteriori 'Wiener filtering' of averaged evoked responses
    • D. O. Walter, "A posteriori 'Wiener filtering' of averaged evoked responses," Electroenceph. Clin. Neurophysiol., vol. 27, pp. 61-70, 1969.
    • (1969) Electroenceph. Clin. Neurophysiol , vol.27 , pp. 61-70
    • Walter, D.O.1
  • 5
    • 0016662267 scopus 로고
    • Some comments on the use of Wiener filtering for the estimation of evoked potentials
    • D. J. Doyle, "Some comments on the use of Wiener filtering for the estimation of evoked potentials," Electroenceph. Clin. Neurophysiol., vol. 38, pp. 533-534, 1975.
    • (1975) Electroenceph. Clin. Neurophysiol , vol.38 , pp. 533-534
    • Doyle, D.J.1
  • 6
    • 0023204809 scopus 로고
    • Analysis of visual evoked potentials through Wiener filtering applied to a small number of sweeps
    • S. Cerutti, V. Bersani, A. Carrara, and D. Liberati, "Analysis of visual evoked potentials through Wiener filtering applied to a small number of sweeps," J. Biomed. Eng., vol. 9, pp. 3-12, 1987.
    • (1987) J. Biomed. Eng , vol.9 , pp. 3-12
    • Cerutti, S.1    Bersani, V.2    Carrara, A.3    Liberati, D.4
  • 7
    • 0026436808 scopus 로고
    • Single evoked potential reconstruction by means of wavelet transform
    • E. A. Bartnik, K. Blinowska, and P. J. Durka, "Single evoked potential reconstruction by means of wavelet transform," Biol. Cybern., vol. 67, pp. 175-181, 1992.
    • (1992) Biol. Cybern , vol.67 , pp. 175-181
    • Bartnik, E.A.1    Blinowska, K.2    Durka, P.J.3
  • 9
    • 0037307515 scopus 로고    scopus 로고
    • Single-trial event-related potentials with wavelet denoising
    • R. Q. Quiroga and H. Garcia, "Single-trial event-related potentials with wavelet denoising," Clin. Neurophysiol., vol. 114, pp. 376-390, 2003.
    • (2003) Clin. Neurophysiol , vol.114 , pp. 376-390
    • Quiroga, R.Q.1    Garcia, H.2
  • 10
    • 0033731754 scopus 로고    scopus 로고
    • Time adaptive denoising of single trial event-related potentials in the wavelet domain
    • A. Effern, K. Lehnertz, T. Grunwald, G. Fernández, P. David, and C. E. Elger, "Time adaptive denoising of single trial event-related potentials in the wavelet domain," Psychophysiology, vol. 37, pp. 859-865, 2000.
    • (2000) Psychophysiology , vol.37 , pp. 859-865
    • Effern, A.1    Lehnertz, K.2    Grunwald, T.3    Fernández, G.4    David, P.5    Elger, C.E.6
  • 11
    • 0033018519 scopus 로고    scopus 로고
    • Subspace regularization method for the single-trial estimation of evoked potentials
    • Jul
    • P. A. Karjalainen, J. P. Kaipio, A. S. Koistinen, and M. Vauhkonen, "Subspace regularization method for the single-trial estimation of evoked potentials," IEEE Trans. Biomed. Eng., vol. 46, no. 7, pp. 849-860, Jul. 1999.
    • (1999) IEEE Trans. Biomed. Eng , vol.46 , Issue.7 , pp. 849-860
    • Karjalainen, P.A.1    Kaipio, J.P.2    Koistinen, A.S.3    Vauhkonen, M.4
  • 12
    • 0003946510 scopus 로고
    • Principal Component Analysis
    • I. T. Jolliffe, Ed, New York: Springer-Verlag
    • I. T. Jolliffe, Ed. Principal Component Analysis. Springer series in statistics. New York: Springer-Verlag, 1986.
    • (1986) Springer series in statistics
  • 15
    • 0036342992 scopus 로고    scopus 로고
    • Low-probability event-detection and separation via statistical wavelet thresholding: An application to psychophysiological denoising
    • M. Browne and T. R. Cutmore, "Low-probability event-detection and separation via statistical wavelet thresholding: An application to psychophysiological denoising," Clin. Neurophysiol., vol. 113, pp. 1403-1411, 2002.
    • (2002) Clin. Neurophysiol , vol.113 , pp. 1403-1411
    • Browne, M.1    Cutmore, T.R.2
  • 16
    • 33745739287 scopus 로고    scopus 로고
    • Smoothly adjustable denoising using a priori knowledge
    • P. Celka and E. Gysels, "Smoothly adjustable denoising using a priori knowledge," Signal Process., vol. 86, pp. 2233-2242, 2006.
    • (2006) Signal Process , vol.86 , pp. 2233-2242
    • Celka, P.1    Gysels, E.2
  • 17
    • 0035269625 scopus 로고    scopus 로고
    • Results on principal component filter banks: Colored noise suppression and existence issues
    • Mar
    • S. Akkarakaran and P. Vaidyanathan, "Results on principal component filter banks: Colored noise suppression and existence issues," IEEE Trans. Inf. Theory, vol. 47, no. 3, pp. 1003-1020, Mar. 2001.
    • (2001) IEEE Trans. Inf. Theory , vol.47 , Issue.3 , pp. 1003-1020
    • Akkarakaran, S.1    Vaidyanathan, P.2
  • 18
    • 84950459514 scopus 로고
    • Adapting to unknown smoothness via wavelet shrinkage
    • D. L. Donoho and I. Johnstone, "Adapting to unknown smoothness via wavelet shrinkage," J. Amer. Statist. Assoc., vol. 90, pp. 1200-1224, 1995.
    • (1995) J. Amer. Statist. Assoc , vol.90 , pp. 1200-1224
    • Donoho, D.L.1    Johnstone, I.2
  • 21
    • 0029777592 scopus 로고    scopus 로고
    • M. Lang, H. Guo, J. E. Odegard, C. S. Burrus, R. O. Wells, and Jr., Noise reduction using an undecimated discrete wavelet transform, IEEE Signal Process. Lett., 3, no. 1, pp. 10-12, Jan. 1996.
    • M. Lang, H. Guo, J. E. Odegard, C. S. Burrus, R. O. Wells, and Jr., "Noise reduction using an undecimated discrete wavelet transform," IEEE Signal Process. Lett., vol. 3, no. 1, pp. 10-12, Jan. 1996.
  • 22
    • 0002001578 scopus 로고
    • Translation-invariant de-noising
    • New York: Springer-Verlag
    • R. R. Coifman and D. L. Donoho, "Translation-invariant de-noising," in Wavelets Statistics, New York: Springer-Verlag, 1995, pp. 125-150.
    • (1995) Wavelets Statistics , pp. 125-150
    • Coifman, R.R.1    Donoho, D.L.2
  • 23
    • 0030214118 scopus 로고    scopus 로고
    • Time-invariant orthonormal wavelet decomposition
    • Aug
    • J.-C. Pesquet, H. Krim, and H. Carfantan, "Time-invariant orthonormal wavelet decomposition," IEEE Trans. Signal Process., vol. 44, no. 8, pp. 1964-1970, Aug. 1996.
    • (1996) IEEE Trans. Signal Process , vol.44 , Issue.8 , pp. 1964-1970
    • Pesquet, J.-C.1    Krim, H.2    Carfantan, H.3
  • 24
    • 0035397770 scopus 로고    scopus 로고
    • Interpreting translation-invariant wavelet shrinkage as a new image smoothing scale space
    • Jul
    • A. Chambolle and B. J. Lucier, "Interpreting translation-invariant wavelet shrinkage as a new image smoothing scale space," IEEE Trans. Image Process., vol. 10, no. 7, pp. 993-1000, Jul. 2001.
    • (2001) IEEE Trans. Image Process , vol.10 , Issue.7 , pp. 993-1000
    • Chambolle, A.1    Lucier, B.J.2
  • 26
    • 0004252361 scopus 로고
    • Wavelets and Subband Coding
    • Upper Saddle River, NJ: Prentice-Hall
    • M. Vetterli and J. Kovacevic, Wavelets and Subband Coding, Signal Processing Series. Upper Saddle River, NJ: Prentice-Hall, 1995.
    • (1995) Signal Processing Series
    • Vetterli, M.1    Kovacevic, J.2
  • 27
    • 0029307534 scopus 로고
    • De-noising by soft-thresholding
    • May
    • D. L. Donoho, "De-noising by soft-thresholding," IEEE Trans. Inf. Theory, vol. 41, no. 3, pp. 613-627, May 1995.
    • (1995) IEEE Trans. Inf. Theory , vol.41 , Issue.3 , pp. 613-627
    • Donoho, D.L.1
  • 28
    • 33745117695 scopus 로고    scopus 로고
    • Automatic nonlinear noise reduction using local principal component analysis and MDL parameter selection
    • Cancun, Mexico
    • R. Vetter, J.-M. Vesin, P. Celka, P. Renevey, and J. Krauss, "Automatic nonlinear noise reduction using local principal component analysis and MDL parameter selection," in Proc. IEEE EMBS 2003, Cancun, Mexico, vol. 1, pp. 491-496.
    • Proc. IEEE EMBS 2003 , vol.1 , pp. 491-496
    • Vetter, R.1    Vesin, J.-M.2    Celka, P.3    Renevey, P.4    Krauss, J.5
  • 30
    • 0000513298 scopus 로고
    • Method of false nearest neighbors: A cautionary note
    • D. R. Fredkin, "Method of false nearest neighbors: A cautionary note," Phys. Rev. E, vol. 51, pp. 2950-2954, 1995.
    • (1995) Phys. Rev. E , vol.51 , pp. 2950-2954
    • Fredkin, D.R.1
  • 32
    • 0034316026 scopus 로고    scopus 로고
    • MDL denoising
    • Nov
    • J. Rissanen, "MDL denoising," IEEE Trans. Inf. Theory, vol. 46, no. 7, pp. 2537-2543, Nov. 2000.
    • (2000) IEEE Trans. Inf. Theory , vol.46 , Issue.7 , pp. 2537-2543
    • Rissanen, J.1
  • 33
    • 6144236430 scopus 로고    scopus 로고
    • Improved surrogate data for nonlinearity tests
    • T. Schreiber and A. Schmitz, "Improved surrogate data for nonlinearity tests," Phys. Rev. Lett., vol. 77, pp. 635-638, 1996.
    • (1996) Phys. Rev. Lett , vol.77 , pp. 635-638
    • Schreiber, T.1    Schmitz, A.2
  • 34
    • 0001904955 scopus 로고    scopus 로고
    • Event-related brain potentials: Methods, theory and applications
    • 2nd ed. L. G. Tassinary, J. T. Cacioppo, and G. G. Berntson, Eds. London, U.K, Cambridge Univ. Press
    • M. Fabiani, G. Gratton, and M. G. H. Coles, "Event-related brain potentials: Methods, theory and applications," in Handbook of Psychophysiology, 2nd ed. L. G. Tassinary, J. T. Cacioppo, and G. G. Berntson, Eds. London, U.K.: Cambridge Univ. Press, 2004.
    • (2004) Handbook of Psychophysiology
    • Fabiani, M.1    Gratton, G.2    Coles, M.G.H.3
  • 36
    • 33745447477 scopus 로고    scopus 로고
    • Executive function and the frontal lobes: A meta-analytic review
    • J. Alvarez and E. Emory, "Executive function and the frontal lobes: A meta-analytic review," Neuropsychol. Revi., vol. 16, pp. 17-42, 2006.
    • (2006) Neuropsychol. Revi , vol.16 , pp. 17-42
    • Alvarez, J.1    Emory, E.2
  • 37
    • 0026784973 scopus 로고
    • Revisiting the oddball paradigm. Non-target vs neutral stimuli and the evaluation of ERP attentional effects?
    • A.-C. Lukaszewicz, L. Garcia-Larrea, and F. Mauguière, "Revisiting the oddball paradigm. Non-target vs neutral stimuli and the evaluation of ERP attentional effects?," Neuropsychologia, vol. 30, pp. 723-741, 1992.
    • (1992) Neuropsychologia , vol.30 , pp. 723-741
    • Lukaszewicz, A.-C.1    Garcia-Larrea, L.2    Mauguière, F.3
  • 38
    • 1642381995 scopus 로고    scopus 로고
    • Changes in P300 amplitude during an active standard auditory oddball task
    • M. Lindin, M. Zurrûn, and F. Diaz, "Changes in P300 amplitude during an active standard auditory oddball task," Biol. Psychol., vol. 66, pp. 153-167, 2004.
    • (2004) Biol. Psychol , vol.66 , pp. 153-167
    • Lindin, M.1    Zurrûn, M.2    Diaz, F.3
  • 39
    • 33947179893 scopus 로고    scopus 로고
    • Affective visual event-related potentials: Arousal, repetition, and time-on-task
    • J. K. Olofsson and J. Polich, "Affective visual event-related potentials: Arousal, repetition, and time-on-task," Biol. Psychol., vol. 75, pp. 101-108, 2007.
    • (2007) Biol. Psychol , vol.75 , pp. 101-108
    • Olofsson, J.K.1    Polich, J.2
  • 40
    • 0031099214 scopus 로고    scopus 로고
    • Fast continuous wavelet transform: A least-square formulation
    • M. J. Vrhel, C. Lee, and M. Unser, "Fast continuous wavelet transform: A least-square formulation," Signal Process., vol. 57, pp. 103-119, 1997.
    • (1997) Signal Process , vol.57 , pp. 103-119
    • Vrhel, M.J.1    Lee, C.2    Unser, M.3
  • 41
    • 0141831853 scopus 로고    scopus 로고
    • The resonant retina: Exploiting vibration noise to optimally detect edges in an image
    • Sep
    • M.-O. Hongler, Y. L. de Meneses, A. Beyeler, and J. Jacot, "The resonant retina: Exploiting vibration noise to optimally detect edges in an image," IEEE Trans. Pattern. Analysis Machine Intell., vol. 25, no. 9, pp. 1051-1062, Sep. 2003.
    • (2003) IEEE Trans. Pattern. Analysis Machine Intell , vol.25 , Issue.9 , pp. 1051-1062
    • Hongler, M.-O.1    de Meneses, Y.L.2    Beyeler, A.3    Jacot, J.4
  • 42
    • 0034238011 scopus 로고    scopus 로고
    • Noise improves three-dimensinal perception: Stochastic resonance and other impacts of noise to the perception of autostereograms
    • T. Ditzinger, M. Stadler, D. Strüber, and J. A. S. Kelso, "Noise improves three-dimensinal perception: Stochastic resonance and other impacts of noise to the perception of autostereograms," Phys. Rev. E, vol. 62, pp. 2566-2575, 2000.
    • (2000) Phys. Rev. E , vol.62 , pp. 2566-2575
    • Ditzinger, T.1    Stadler, M.2    Strüber, D.3    Kelso, J.A.S.4
  • 43
    • 0000708168 scopus 로고
    • Stochastic resonance in the perceptual interpretation of ambiguous figures: A neural network model
    • M. Riani and E. Simonotto, "Stochastic resonance in the perceptual interpretation of ambiguous figures: A neural network model," Phys. Rev. Lett., vol. 72, pp. 3120-3123, 1994.
    • (1994) Phys. Rev. Lett , vol.72 , pp. 3120-3123
    • Riani, M.1    Simonotto, E.2
  • 44
    • 33745128390 scopus 로고    scopus 로고
    • Carmeli's s index assesses motion and muscle artefacts reduction in rowers' electrocardiogram
    • P. Celka and B. Kilner, "Carmeli's s index assesses motion and muscle artefacts reduction in rowers' electrocardiogram," Physiol. Meas., vol. 27, pp. 737-755, 2006.
    • (2006) Physiol. Meas , vol.27 , pp. 737-755
    • Celka, P.1    Kilner, B.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.