• DocumentCode
    306369
  • Title

    EEG non-stationary spectrum analysis and feature extraction

  • Author

    Martins, Nuno ; Rosa, Agostinho C.

  • Author_Institution
    Inst. Pol. Setubal, Escola Sup. de Tecnologia
  • Volume
    2
  • fYear
    1996
  • fDate
    14-17 Oct 1996
  • Firstpage
    881
  • Abstract
    This paper describes an approach for model-based feature extraction. It also provides a substantial enhancement of the important characteristics relevant in visual and automatic sleep analysis. A procedure was developed in order to obtain a nonstationary spectrum analysis well suited for EEG signals
  • Keywords
    electroencephalography; feature extraction; medical signal processing; spectral analysis; EEG nonstationary spectrum analysis; automatic sleep analysis; model-based feature extraction; visual sleep analysis; Autocorrelation; Band pass filters; Brain modeling; Data mining; Electroencephalography; Entropy; Equations; Feature extraction; Maximum likelihood estimation; Predictive models;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Systems, Man, and Cybernetics, 1996., IEEE International Conference on
  • Conference_Location
    Beijing
  • ISSN
    1062-922X
  • Print_ISBN
    0-7803-3280-6
  • Type

    conf

  • DOI
    10.1109/ICSMC.1996.571161
  • Filename
    571161
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=306369