This laughter during sleep can also be associated with the non-REM sleep arousal parasomnias. In other and simpler words, this could also mean or indicate a situation where the baby is half-awake and half-asleep. Parasomnias include sleep terrors and sleepwalking, which are short episodes with most others lasting for less than an hour.