• DocumentCode
    3003741
  • Title

    Study on Emotional Event-Related Potential by EEG Data

  • Author

    Jiang, Fei ; Chen, Zhihua ; Zhao, Li ; Zou, Safeng

  • Author_Institution
    AI & Bioinf. Technol. Lab., Dalian Jiaotong Univ., Dalian, China
  • fYear
    2010
  • fDate
    29-31 Oct. 2010
  • Firstpage
    1
  • Lastpage
    3
  • Abstract
    Electroencephalogram (EEG) activity in Male human during pleasant and unpleasant emotions by different events was investigated. When the subjects were listening to pleasant music and noise, the EEG data comparing pleasant and unpleasant states were obtained. Related emotional theta band was studied by using Principal Component Analysis of EEG data, meanwhile extracting the first principal component, the principal component loading from different conditions. It has almost no change of the first principal component contribution rates between listening to pleasant music and listening to noise, but the proportions of the first principal component loadings about the five electrodes which are located in the central regions, temporal regions, and occipital regions are increased, and pleasant musical emotions make a close relationship between theta band and above cortical regions in left hemisphere. This probably mediates emotional, acoustic and perceptual integration.
  • Keywords
    bioelectric potentials; electroencephalography; feature extraction; hearing; medical signal processing; principal component analysis; EEG; central regions; cortical regions; electroencephalography; emotional event-related potential; emotional theta band; noise; occipital regions; pleasant emotions; pleasant music; principal component analysis; temporal regions; unpleasant emotions; Electrodes; Electroencephalography; Humans; Loading; Music; Noise; Principal component analysis;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Multimedia Technology (ICMT), 2010 International Conference on
  • Conference_Location
    Ningbo
  • Print_ISBN
    978-1-4244-7871-2
  • Type

    conf

  • DOI
    10.1109/ICMULT.2010.5631072
  • Filename
    5631072