The Brain waves associated with REM sleep are most similar to those of stage 1 sleep.
The first Rapid Eye Movement sleep stage lasts around 10 minutes and usually happens after having asleep at least 90 minutes. At this stage the eye moves rapidly in all directions during Rapid Eye Movement sleep. Additionally during this stage powerful dreams usually happen.