applying a different threshold for each participant and for each frequency band. The same number of matrix elements was necessary to allow a comparison of network measures obtained from different network topologies (Bullmore and Sporns, 2009). In this study, we constructed the networks from 5% (sparse connection) to 100% (full connection) of maximum connection density.