In this work, we seek to investigate the longitudinal alteration of temporal variability in
resting-state brain network after cerebral stroke, by using a novel dynamic network analysis. Our study
illustrated a time dependent alteration of temporal variability in brain networks following stroke
recovery. These findings expand our understanding for dynamic properties of brain networks and
provide new insight into the underlying mechanisms of reorganization and integration of functional
networks over the recovery process after stroke.