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Volumn 118, Issue 4, 2007, Pages 802-814

Detecting movement-related EEG change by wavelet decomposition-based neural networks trained with single thumb movement

Author keywords

Brain computer interface; Neural network; Wavelet decomposition

Indexed keywords

ALGORITHM; ANALYSIS OF VARIANCE; ARTICLE; ARTIFICIAL NEURAL NETWORK; BETA RHYTHM; BRAIN COMPUTER INTERFACE; CONTROLLED STUDY; DECOMPOSITION; ELECTROCORTICOGRAPHY; ELECTROENCEPHALOGRAM; EXPERIMENTAL STUDY; EXTRACTION; FOURIER TRANSFORMATION; HAND MOVEMENT; HUMAN; HUMAN EXPERIMENT; MALE; MOVEMENT PERCEPTION; NORMAL HUMAN; PATTERN RECOGNITION; PRIORITY JOURNAL; RECEIVER OPERATING CHARACTERISTIC; VOLUNTARY MOVEMENT;

EID: 33847342399     PISSN: 13882457     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.clinph.2006.12.008     Document Type: Article
Times cited : (14)

References (31)
  • 1
    • 0034955692 scopus 로고    scopus 로고
    • Recognition of imagined hand movements with low resolution surface Laplacian and linear classifiers
    • Babiloni F., Cincotti F., Bianchi L., Pirri G., Millàn J.R., Mouriño J., et al. Recognition of imagined hand movements with low resolution surface Laplacian and linear classifiers. Med Eng & Phys 23 (2001) 323-328
    • (2001) Med Eng & Phys , vol.23 , pp. 323-328
    • Babiloni, F.1    Cincotti, F.2    Bianchi, L.3    Pirri, G.4    Millàn, J.R.5    Mouriño, J.6
  • 2
    • 2442679166 scopus 로고    scopus 로고
    • BCI competition 2003-data sets Ib and IIb: feature extraction from event-related brain potentials with the continuous wavelet transform and the t-value scalogram
    • Bostanov V. BCI competition 2003-data sets Ib and IIb: feature extraction from event-related brain potentials with the continuous wavelet transform and the t-value scalogram. IEEE Trans Biomed Eng 51 (2004) 1057-1061
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 1057-1061
    • Bostanov, V.1
  • 3
    • 0034744420 scopus 로고    scopus 로고
    • Spatial filter approach for evaluation of the surface Laplacian of the electroencephalogram and magnetoencephalogram
    • Bradshaw L.A., and Wikswo J.P. Spatial filter approach for evaluation of the surface Laplacian of the electroencephalogram and magnetoencephalogram. Ann Biomed Eng 29 (2001) 202-213
    • (2001) Ann Biomed Eng , vol.29 , pp. 202-213
    • Bradshaw, L.A.1    Wikswo, J.P.2
  • 4
    • 0043171126 scopus 로고    scopus 로고
    • EEG changes accompanying learned regulation of 12-Hz EEG activity
    • Delorme A., and Makeig S. EEG changes accompanying learned regulation of 12-Hz EEG activity. IEEE Trans Neural Systems Rehabil Eng 11 (2003) 133-136
    • (2003) IEEE Trans Neural Systems Rehabil Eng , vol.11 , pp. 133-136
    • Delorme, A.1    Makeig, S.2
  • 5
    • 33847374317 scopus 로고    scopus 로고
    • Domider T, Tkacz EJ, Kostka P, Wrzesniowski A. A new approach to the p-wave detection and classification based upon application of wavelet neural network. In: Proceedings of the 23th Annual EMBS Intl Conf Istanbul, Turkey; 2001. p. 25-28.
  • 6
    • 0034210646 scopus 로고    scopus 로고
    • The mental prosthesis: assessing the speed of a P300-based brain-computer interface
    • Donchin E., Spencer K.M., and Wijesinghe R. The mental prosthesis: assessing the speed of a P300-based brain-computer interface. IEEE Trans Rehab Eng 8 (2000) 174-179
    • (2000) IEEE Trans Rehab Eng , vol.8 , pp. 174-179
    • Donchin, E.1    Spencer, K.M.2    Wijesinghe, R.3
  • 7
    • 2442676628 scopus 로고    scopus 로고
    • Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis
    • Graimann B., Huggins J.E., Levine S.P., and Pfurtscheller G. Toward a direct brain interface based on human subdural recordings and wavelet-packet analysis. IEEE Trans Biomed Eng 51 (2004) 954-962
    • (2004) IEEE Trans Biomed Eng , vol.51 , pp. 954-962
    • Graimann, B.1    Huggins, J.E.2    Levine, S.P.3    Pfurtscheller, G.4
  • 8
    • 0034470419 scopus 로고    scopus 로고
    • Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI)
    • Guger C., Ramoser H., and Pfurtscheller G. Real-time EEG analysis with subject-specific spatial patterns for a brain-computer interface (BCI). IEEE Trans Rehabil Eng 8 (2000) 447-456
    • (2000) IEEE Trans Rehabil Eng , vol.8 , pp. 447-456
    • Guger, C.1    Ramoser, H.2    Pfurtscheller, G.3
  • 9
    • 0034473380 scopus 로고    scopus 로고
    • Using time-dependent neural network for EEG classification
    • Haselsteiner E., and Pfurtscheller G. Using time-dependent neural network for EEG classification. IEEE Trans Rehabil Eng 8 (2000) 457-463
    • (2000) IEEE Trans Rehabil Eng , vol.8 , pp. 457-463
    • Haselsteiner, E.1    Pfurtscheller, G.2
  • 10
    • 0038025980 scopus 로고    scopus 로고
    • A brain-computer interface (BCI) for the locked-in: comparison of different EEG classifications for the thought translation device
    • Hinterberger T., Kübler A., Kaiser J., Neumann N., and Birbaumer N. A brain-computer interface (BCI) for the locked-in: comparison of different EEG classifications for the thought translation device. Clin Neurophysiol 114 (2003) 416-425
    • (2003) Clin Neurophysiol , vol.114 , pp. 416-425
    • Hinterberger, T.1    Kübler, A.2    Kaiser, J.3    Neumann, N.4    Birbaumer, N.5
  • 11
    • 0016812939 scopus 로고
    • An on-line transformation of EEG scalp potentials into orthogonal source derivations
    • Hjorth B. An on-line transformation of EEG scalp potentials into orthogonal source derivations. Electroenceph Clin Neurophysiol 39 (1975) 526-530
    • (1975) Electroenceph Clin Neurophysiol , vol.39 , pp. 526-530
    • Hjorth, B.1
  • 13
    • 0343090820 scopus 로고    scopus 로고
    • Classification of movement-related EEG in a memorized delay task experiment
    • Müller-Gerking J., Pfurtscheller G., and Flyvbjerg H. Classification of movement-related EEG in a memorized delay task experiment. Clin Neurophysiol 111 (2000) 1353-1365
    • (2000) Clin Neurophysiol , vol.111 , pp. 1353-1365
    • Müller-Gerking, J.1    Pfurtscheller, G.2    Flyvbjerg, H.3
  • 14
    • 0344994678 scopus 로고    scopus 로고
    • Enhancement of left-right sensorimotor EEG differences during feedback-regulated motor imagery
    • Neuper C., Schlögl A., and Pfurtscheller G. Enhancement of left-right sensorimotor EEG differences during feedback-regulated motor imagery. Clin Neurophysiol 16 (1999) 373-382
    • (1999) Clin Neurophysiol , vol.16 , pp. 373-382
    • Neuper, C.1    Schlögl, A.2    Pfurtscheller, G.3
  • 15
    • 0033828351 scopus 로고    scopus 로고
    • Toward a quantitative description of large-scale neocortical dynamic function and EEG
    • Nunez P.L. Toward a quantitative description of large-scale neocortical dynamic function and EEG. Behav Brain Sci 23 (2000) 371-437
    • (2000) Behav Brain Sci , vol.23 , pp. 371-437
    • Nunez, P.L.1
  • 16
    • 0030130960 scopus 로고    scopus 로고
    • The surface Laplacian of the potential: theory and application
    • Oostendorp T.F., and Adriaan O. The surface Laplacian of the potential: theory and application. IEEE Trans Biomedical Eng 43 (1996) 394-406
    • (1996) IEEE Trans Biomedical Eng , vol.43 , pp. 394-406
    • Oostendorp, T.F.1    Adriaan, O.2
  • 18
    • 0031578969 scopus 로고    scopus 로고
    • Motor imagery activates primary sensorimotor area in humans
    • Pfurtscheller G., and Neuper C. Motor imagery activates primary sensorimotor area in humans. Neurosci Lett 239 (1997) 65-68
    • (1997) Neurosci Lett , vol.239 , pp. 65-68
    • Pfurtscheller, G.1    Neuper, C.2
  • 19
    • 0024500130 scopus 로고
    • Patterns of cortical activation during planning of voluntary movement
    • Pfurtscheller G., and Berghold A. Patterns of cortical activation during planning of voluntary movement. Electroenceph Clin Neurophysiol 72 (1989) 250-258
    • (1989) Electroenceph Clin Neurophysiol , vol.72 , pp. 250-258
    • Pfurtscheller, G.1    Berghold, A.2
  • 21
    • 0000294854 scopus 로고    scopus 로고
    • Motor imagery and direct brain-computer communication
    • Pfurtscheller G., and Neuper C. Motor imagery and direct brain-computer communication. Proc IEEE 89 7 (2001) 1123-1135
    • (2001) Proc IEEE , vol.89 , Issue.7 , pp. 1123-1135
    • Pfurtscheller, G.1    Neuper, C.2
  • 22
    • 0034210901 scopus 로고    scopus 로고
    • The effects of self-movement, observation, and imagination on mu rhythms and readiness potentials (RP's): toward a brain-computer interface (BCI)
    • Pineda J.A., Allison B.Z., and Vankov A. The effects of self-movement, observation, and imagination on mu rhythms and readiness potentials (RP's): toward a brain-computer interface (BCI). IEEE Trans Rehabil Eng 8 (2000) 219-232
    • (2000) IEEE Trans Rehabil Eng , vol.8 , pp. 219-232
    • Pineda, J.A.1    Allison, B.Z.2    Vankov, A.3
  • 23
    • 0038019702 scopus 로고    scopus 로고
    • A denoising approach to multisensor signal estimation
    • Rao A.M., and Jones D.L. A denoising approach to multisensor signal estimation. IEEE Trans Signal Processing 48 (2000) 1225-1234
    • (2000) IEEE Trans Signal Processing , vol.48 , pp. 1225-1234
    • Rao, A.M.1    Jones, D.L.2
  • 25
    • 0029945299 scopus 로고    scopus 로고
    • Spatial sampling and filtering of EEG with spline Laplacians to estimate cortical potentials
    • Srinivasan R., Nunez P.L., Tucker D.M., Silberstein R.B., and Caducsh P.J. Spatial sampling and filtering of EEG with spline Laplacians to estimate cortical potentials. Brain Topogr 8 4 (1996) 355-366
    • (1996) Brain Topogr , vol.8 , Issue.4 , pp. 355-366
    • Srinivasan, R.1    Nunez, P.L.2    Tucker, D.M.3    Silberstein, R.B.4    Caducsh, P.J.5
  • 26
    • 0034254452 scopus 로고    scopus 로고
    • The forward EEG solutions can be computed using artificial neural networks
    • Sun M.G., and Sclabassi R.J. The forward EEG solutions can be computed using artificial neural networks. IEEE Trans Biomed Eng 47 (2000) 1044-1050
    • (2000) IEEE Trans Biomed Eng , vol.47 , pp. 1044-1050
    • Sun, M.G.1    Sclabassi, R.J.2
  • 27
    • 13844313768 scopus 로고    scopus 로고
    • Spatial enhancement of EEG traces by surface Laplacian estimation: comparison between local and global methods
    • Tandonnet C., Burle B., Hasbroucq T., and Vidal F. Spatial enhancement of EEG traces by surface Laplacian estimation: comparison between local and global methods. Clin Neurophysiol 116 (2005) 18-24
    • (2005) Clin Neurophysiol , vol.116 , pp. 18-24
    • Tandonnet, C.1    Burle, B.2    Hasbroucq, T.3    Vidal, F.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.