The neocortex is the largest and most recently evolved part of the cerebral cortex, responsible for higher cognitive functions such as sensory perception, motor control, language, and consciousness. It plays a crucial role in the stages of sleep, particularly in the context of the 4.3 Stages of Sleep topic.