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

Abstract

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.