Macroscopic activity states in brain networks mediate cognition and behavior. Pathological changes in these network dynamics are associated with both neurological and psychiatric disorders. Studying how cellular elements give rise to activity dynamics represents a promising approach to understanding and eventually treating disorders of the central nervous system. Here, we introduce large-scale simulations of neuronal networks to study (1) how network topology gives rise to network dynamics and (2) how brain stimulation can be used to modulate and enhance macroscopic network dynamics. We demonstrate that global weak perturbations of neuronal signaling is a powerful brain stimulation approach and show experimental results from animal electrophysiology and a human trial that demonstrate the feasibility of this novel brain stimulation paradigm based on transcranial current stimulation.