• DocumentCode
    1702740
  • Title

    A new mapping method of the coherent brain sources

  • Author

    Junpeng, Zhang ; Dezhong, Yao ; Yuan, Cui

  • Author_Institution
    Sch. of Life Sci. & Technol., Univ. of Electron. Sci. & Technol. of China, Chengdu, China
  • Volume
    2
  • fYear
    2005
  • Lastpage
    907
  • Abstract
    In this paper a novel algorithm, termed multivariate correlation coefficient decomposition (MVCCD), is proposed to map coherent sources in the human brain. The method decomposes the multi-channel mutual correlation coefficient (CC) matrix into individual CC between the individual channel and the weighted sum of all the channels, and utilizes the spatial distribution of the individual CC as the imaging map. Compared with power mapping, computer simulation and VEP data tests show that the individual CC map is more sensitive to coherent sources with different energy levels, and it is robust to noise. Thus, it is of practical value.
  • Keywords
    brain; correlation methods; electroencephalography; medical signal processing; CC matrix; MVCCD; VEP data tests; coherent brain sources; mapping method; multi-channel mutual correlation coefficient; multivariate correlation coefficient decomposition; spatial distribution; Area measurement; Brain modeling; Computer simulation; Electroencephalography; Humans; Matrix decomposition; Multiple signal classification; Noise robustness; Scalp; Testing;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Communications, Circuits and Systems, 2005. Proceedings. 2005 International Conference on
  • Print_ISBN
    0-7803-9015-6
  • Type

    conf

  • DOI
    10.1109/ICCCAS.2005.1495255
  • Filename
    1495255