• DocumentCode
    464460
  • Title

    Automatc Detection of Epileptic Seizure using Time-Frequency Distributions

  • Author

    Mohseni, Hamid R. ; Maghsoudi, Arash ; Kadbi, Mohammad H. ; Hashemi, Javad ; Ashourvan, Arian

  • fYear
    2006
  • fDate
    17-19 July 2006
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    The aim of this work is to introduce a new method based on time frequency distribution for classifying the EEG signals. Some parameters are extracted using time-frequency distribution as inputs to a Feed-Forward Backpropagation Neural Networks (FBNN). The proposed method had better results with 98.25% accuracy compared to previously studied methods such as Wavelet transform, Entropy, Logistic regression and Lyapanov Exponent.
  • Keywords
    Curve fitting; Electroencephalogram (EEG); Epileptic seizure; Neural networks; Time-frequency;
  • fLanguage
    English
  • Publisher
    iet
  • Conference_Titel
    Advances in Medical, Signal and Information Processing, 2006. MEDSIP 2006. IET 3rd International Conference On
  • Conference_Location
    Glasgow, UK
  • Print_ISBN
    978-0-86341-658-3
  • Type

    conf

  • Filename
    4225224
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=464460