• DocumentCode
    557469
  • Title

    Gamma oscillation in brain connectivity in emotion recognition by Granger causality

  • Author

    Wang, Ning ; Wang, Yang ; Li, Yingjie ; Tang, Yingying ; Wang, Jijun

  • Author_Institution
    Sch. of Commun. & Inf. Eng., Shanghai Univ., Shanghai, China
  • Volume
    2
  • fYear
    2011
  • fDate
    15-17 Oct. 2011
  • Firstpage
    762
  • Lastpage
    766
  • Abstract
    Recent studies have applied Granger causality to electroencephalography (EEG) in event-related paradigms. This study aimed to explore the causal modulation of gamma band in response to emotional face. The EEGs during emotional face search task were recorded from 13 normal subjects (6 males and 7 females). We utilized granger causality to establish a causal model of different brain areas under different rhythms. Thus, we concluded: 1) Negative emotion face induced larger causal value than positive one. 2) The causal modulation happened mainly at 30~50HZ. 3) During 300~600ms after stimulus onset, the brain regions were more active when negative emotion faces were processed than positive ones. 4) In low gamma band, negative emotion faces aroused more leads to participate in the modulation.
  • Keywords
    causality; circadian rhythms; electroencephalography; emotion recognition; face recognition; EEG; brain connectivity; causal modulation; electroencephalography; emotion recognition; emotional face search task; event-related paradigm; gamma band; gamma oscillation; granger causality; rhythms; Brain modeling; Electroencephalography; Face; Lead; Mathematical model; Modulation; Time series analysis; Granger causality; emotion; gamma;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Biomedical Engineering and Informatics (BMEI), 2011 4th International Conference on
  • Conference_Location
    Shanghai
  • Print_ISBN
    978-1-4244-9351-7
  • Type

    conf

  • DOI
    10.1109/BMEI.2011.6098456
  • Filename
    6098456