• DocumentCode
    3289838
  • Title

    Dimensionality analysis of EEG segments: experimental considerations

  • Author

    Lo, Pei-Chen ; Principe, Jose C.

  • Author_Institution
    Dept. of Electr. Eng., Florida Univ., Gainesville, FL, USA
  • fYear
    1989
  • fDate
    0-0 1989
  • Firstpage
    693
  • Abstract
    The order of the chaotic attractor in EEG (electroencephalogram) dynamics is determined from the correlation dimension. The effects on the estimation of the correlation dimension caused by the selection of the embedding dimension, segment length, and delay are experimentally studied. A methodology to produce reliable estimates is outlined.<>
  • Keywords
    chaos; correlation methods; electroencephalography; signal processing; EEG segments; chaotic attractor; correlation dimension; dimensionality analysis; dynamics; electroencephalogram; methodology; signal processing; Chaos; Correlation; Electroencephalography; Signal processing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Neural Networks, 1989. IJCNN., International Joint Conference on
  • Conference_Location
    Washington, DC, USA
  • Type

    conf

  • DOI
    10.1109/IJCNN.1989.118654
  • Filename
    118654
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3289838