• DocumentCode
    2073181
  • Title

    Rhythmogram as a tool for continuous electrographic data analysis

  • Author

    Ioannides, Andreas A. ; Sargsyan, Annen

  • Author_Institution
    Lab. for Human Brain Dynamics, AAISCS, Cyprus
  • fYear
    2010
  • fDate
    3-5 Nov. 2010
  • Firstpage
    1
  • Lastpage
    4
  • Abstract
    Ecologically relevant stimuli are rarely used in scientific studies because they are difficult to control. Instead researchers employ simple stimuli with sharp boundaries (in space and time). Here we explore how the rhythmogram can be used to provide the much needed rigorous control of natural continuous stimuli like music and speech. The analysis provides a natural way of correlating important features in the timecourse of stimuli with corresponding features in brain activations elicited by the same stimuli. Correlating the identified regularities of the stimulus time course with the features extracted from the activations of each voxel of a tomographic analysis of brain activity provides a powerful view of how different brain regions are influenced by the stimulus at different times and over different (user-selected) timescales. The application of the analysis to tomographic solutions extracted from Magnetoencephalographic (MEG) data recorded while subjects listen to music reveal a surprising and aesthetically pleasing aspect of brain function: an area believed to be specialized for visual processing is recruited to analyze the music after the acoustic signal is transformed to a feature map.
  • Keywords
    magnetoencephalography; music; speech; brain activation; continuous electrographic data analysis; ecologically relevant stimuli; magnetoencephalography; music; rhythmogram; speech; tomographic analysis; Artificial neural networks;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Technology and Applications in Biomedicine (ITAB), 2010 10th IEEE International Conference on
  • Conference_Location
    Corfu
  • Print_ISBN
    978-1-4244-6559-0
  • Type

    conf

  • DOI
    10.1109/ITAB.2010.5687667
  • Filename
    5687667