Event-related microstate dynamics represents working memory performance

•The event-related fluctuation of microstates depends on the working memory load.•Proportion of each class show temporal and functional properties during the task.•Class transitions during the N-back task differ between high/low performers.•A transition from class A to C with polarity occurs early after the onset.•High performers show fewer polarity changes of classes C and D than low performers.