This work initially investigates the visualization of sensory memory for a possible mathematical representation. The visualization is rooted in the finding of an answer to a simple question "What does a sensory memory look like in the brain?" by investigating several principles governing sensory memory. We submit that the result of this investigation establishes a basis to further formulate a computational software modeling capable of learning and higher mental abilities as does a human newborn.