Investigation of global and local network properties of music perception with culturally different styles of music

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Abstract

Background: Graph theoretical analysis has recently become a popular research tool in neuroscience, however, there have been very few studies on brain responses to music perception, especially when culturally different styles of music are involved. Methods: Electroencephalograms were recorded from ten subjects listening to Chinese traditional music, light music and western classical music. For event-related potentials, phase coherence was calculated in the alpha band and then constructed into correlation matrices. Clustering coefficients and characteristic path lengths were evaluated for global properties, while clustering coefficients and efficiency were assessed for local network properties. Results: Perception of light music and western classical music manifested small-world network properties, especially with a relatively low proportion of weights of correlation matrices. For local analysis, efficiency was more discernible than clustering coefficient. Nevertheless, there was no significant discrimination between Chinese traditional and western classical music perception. Conclusions: Perception of different styles of music introduces different network properties, both globally and locally. Research into both global and local network properties has been carried out in other areas; however, this is a preliminary investigation aimed at suggesting a possible new approach to brain network properties in music perception.

Original languageEnglish
Pages (from-to)37-43
Number of pages7
JournalComputers in Biology and Medicine
Volume54
DOIs
StatePublished - 1 Nov 2014

Keywords

  • Brain response
  • Characteristic path length
  • Clustering coefficient
  • Cultural style
  • EEG
  • Graph theoretical analysis
  • Music perception

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