Brain functional networks analysis and comparison

摘要

This study used the complex network analysis to examine the brain functional network involved in right finger movements and compare the deferent functional network involved in left finger and right finger movements. We found that (a)the connections change exponentially as distance between nodes change, the function is Gaussian; (b) the distribution of functional connections was scale-free; (c) the typical path lengths were relatively short and comparable to those calculated for equivalent random networks, but the clustering coefficients were several orders of magnitude larger than those of equivalent random networks; and (d) central nodes were located in brain regions identified in previous cognitive neuroscience studies. These results suggest that the method of complex network analysis can be an important tool in future research in cognitive neuroscience.