A perceptual model is a framework that explains how sensory information is interpreted by the brain to form a coherent understanding of the environment. It plays a crucial role in fields such as psychology, neuroscience, and artificial intelligence, where understanding perception can lead to advancements in human-computer interaction and machine learning systems.