• DocumentCode
    1643805
  • Title

    Wavelet entropy differentiations of event related potentials in dyslexia

  • Author

    Giannakakis, Giorgos A. ; Tsiaparas, Nikolaos N. ; Xenikou, Monika-Filitsa S. ; Papageorgiou, Charalabos ; Nikita, Konstantina S.

  • Author_Institution
    Biomed. Simulations & Imaging Lab., Nat. Tech. Univ. of Athens, Athens
  • fYear
    2008
  • Firstpage
    1
  • Lastpage
    6
  • Abstract
    The wavelet entropy (WE) of rest electroencephalogram (EEG) and of event-related potentials (ERP) carries information about the degree of order or disorder associated with a multi-frequency brain electrophysiological activity. In the present study, WE, relative WE and WE change were estimated for the EEG and ERP signals recorded during a working memory task, from dyslectic children and healthy subjects. The analysis of the two groups (controls vs dyslectics) revealed differentiations mainly in relative WE and WE change that takes into account the variability of rest EEG. These findings indicate that the WE can be employed as a quantitative measure for monitoring EEG and ERP activities and may provide a useful tool in analyzing electrophysiological signals associated with dyslexia.
  • Keywords
    bioelectric potentials; diseases; electroencephalography; medical signal processing; neurophysiology; patient monitoring; EEG; ERP signals; dyslexia; event related potentials; multifrequency brain electrophysiological activity; rest electroencephalogram; wavelet entropy differentiation; working memory task; Biomedical imaging; Biomedical measurements; Brain modeling; Electroencephalography; Enterprise resource planning; Entropy; Frequency; Laboratories; Optical imaging; Signal analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    BioInformatics and BioEngineering, 2008. BIBE 2008. 8th IEEE International Conference on
  • Conference_Location
    Athens
  • Print_ISBN
    978-1-4244-2844-1
  • Electronic_ISBN
    978-1-4244-2845-8
  • Type

    conf

  • DOI
    10.1109/BIBE.2008.4696836
  • Filename
    4696836