TY - JOUR
T1 - Investigation of global and local network properties of music perception with culturally different styles of music
AU - Li, Yan
AU - Rui, Xue
AU - Li, Shuyu
AU - Pu, Fang
N1 - Publisher Copyright:
© 2014 Elsevier Ltd.
PY - 2014/11/1
Y1 - 2014/11/1
N2 - 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.
AB - 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.
KW - Brain response
KW - Characteristic path length
KW - Clustering coefficient
KW - Cultural style
KW - EEG
KW - Graph theoretical analysis
KW - Music perception
UR - https://www.scopus.com/pages/publications/84921926320
U2 - 10.1016/j.compbiomed.2014.08.017
DO - 10.1016/j.compbiomed.2014.08.017
M3 - 文章
C2 - 25212116
AN - SCOPUS:84921926320
SN - 0010-4825
VL - 54
SP - 37
EP - 43
JO - Computers in Biology and Medicine
JF - Computers in Biology and Medicine
ER -