The brain's functions hinge on millions of neurons' activities, tied to cognitive aspects like memory and perception. Studying brain performance via non-invasive technologies stands as a pivotal aspect of neuroscience. Analyzing brain waves during rest versus cognitive tasks offers practical insights for modeling research. Results indicate regions linked to cognition align with cognitive duties. Brain waves dynamically vary, revealing diverse responses to emotions in distinct brain regions.