Similarity refers to the cognitive process of recognizing objects or patterns that share common characteristics, which helps the brain categorize and identify stimuli in our environment. This concept plays a crucial role in how we perceive and make sense of the world, influencing everything from visual perception to memory retrieval and problem-solving.