메뉴 건너뛰기




Volumn , Issue , 2009, Pages 3676-3681

Sleep stage classification based on EEG hilbert-huang transform

Author keywords

Electroencephalogram; Hilbert huang transform; Sleep stage classification

Indexed keywords

ACCURACY RATE; CLASSIFICATION TECHNIQUE; EEG SIGNALS; ELECTROENCEPHALOGRAM; ENERGY-FREQUENCY DISTRIBUTION; HILBERT HUANG TRANSFORMS; HILBERT-HUANG TRANSFORM; INSTANTANEOUS FREQUENCY; NEAREST NEIGHBOR METHOD; PATTERN CLASSIFICATION; PHYSICAL MEANINGS; SLEEP EEG; SLEEP STAGE; SLEEP STAGE CLASSIFICATION; SLEEP STAGING;

EID: 70349334036     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2009.5138842     Document Type: Conference Paper
Times cited : (48)

References (9)
  • 2
    • 0032548892 scopus 로고    scopus 로고
    • Review of neural network application in sleep research
    • Claude Robert, Christian Guilpin and Ayme Limoge, "Review of neural network application in sleep research," Journal of Neuroscience Methods, vol. 79, pp. 187-193, 1998.
    • (1998) Journal of Neuroscience Methods , vol.79 , pp. 187-193
    • Robert, C.1    Guilpin, C.2    Limoge, A.3
  • 3
    • 0005984999 scopus 로고    scopus 로고
    • Sleep Stage Classification using Wavelet Transform and Neural Network,
    • Edgar Oropesa., Hans L. Cycon. and Marc Jobert. "Sleep Stage Classification using Wavelet Transform and Neural Network," ICSI Technical Report, 1999.
    • (1999) ICSI Technical Report
    • Oropesa, E.1    Cycon, H.L.2    Jobert, M.3
  • 4
    • 5444236478 scopus 로고    scopus 로고
    • The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis
    • Huang NE., Zheng Shen and Long SR. "The empirical mode decomposition and the Hilbert spectrum for nonlinear and non-stationary time series analysis". Proceedings of the Royal Society of London, vol. 454, no. A, pp. 903-995, 1998.
    • (1998) Proceedings of the Royal Society of London , vol.454 , Issue.A , pp. 903-995
    • Huang, N.E.1    Shen, Z.2    Long, S.R.3
  • 5
    • 70349355910 scopus 로고    scopus 로고
    • Harvard's Heart Rate Variability 2006: Techniques, Applications, and Future Directions conference
    • Huang NE, "Beyond the Fourier Transform: Coping with Nonlineary, Nonstationary Time Series,", Harvard's Heart Rate Variability 2006: Techniques, Applications, and Future Directions conference, 2006.
    • (2006)
    • Huang, N.E.1
  • 6
    • 1542357546 scopus 로고    scopus 로고
    • A confidence limit for the empirical mode decomposition and Hilbert spectral analysis
    • Huang NE., Wu ML,. Long SR. "A confidence limit for the empirical mode decomposition and Hilbert spectral analysis," Proceedings of the Royal Society of London, vol. 459, no. A, pp. 2317-2345, 2003.
    • (2003) Proceedings of the Royal Society of London , vol.459 , Issue.A , pp. 2317-2345
    • Huang, N.E.1    Wu, M.L.2    Long, S.R.3
  • 7
    • 0033515031 scopus 로고    scopus 로고
    • Nonlinear indicial response of complex nonstationary oscillations as pulmonary hypertension responding to step hypoxia,
    • Huang W, Shen Z and Huang NE, et al. "Nonlinear indicial response of complex nonstationary oscillations as pulmonary hypertension responding to step hypoxia,". Proceedings of the National Academy of Sciences USA, vol. 96, no. 5, pp. 1834-1839, 1999.
    • (1999) Proceedings of the National Academy of Sciences USA , vol.96 , Issue.5 , pp. 1834-1839
    • Huang, W.1    Shen, Z.2    Huang, N.E.3
  • 8
    • 0042164209 scopus 로고    scopus 로고
    • System identification of linear structures based on Hilbert-huang spectral analysis
    • Yang JN, Lei Y, and Pan S, et al. "System identification of linear structures based on Hilbert-huang spectral analysis," Earthquake Engineering and Structural Dynamics, vol. 32, no. 9, pp. 1443-1467, 2003.
    • (2003) Earthquake Engineering and Structural Dynamics , vol.32 , Issue.9 , pp. 1443-1467
    • Yang, J.N.1    Lei, Y.2    Pan, S.3
  • 9
    • 0036905145 scopus 로고    scopus 로고
    • Wave and Group Transformation by a Hilbert Spectrum
    • Veltcheva A D. "Wave and Group Transformation by a Hilbert Spectrum," Coastal Engineering Journal, vol. 44, no. 4, pp.: 283-300, 2002.
    • (2002) Coastal Engineering Journal , vol.44 , Issue.4 , pp. 283-300
    • Veltcheva, A.D.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.