Untangling the brain web: from the early days of complex functional networks to the non-linear dynamical directed functional connectivity measures

Already two decades passed since the first applications of graph theory to brain neuroimaging. Since that early description, the characterization of the brain as a very large interacting complex network has evolved in several directions. In this brief review we discuss our contributions to this topic and discuss some perspective for future work.