The EEG devices are widely used to monitor brain activity and are essential in diagnosing conditions such as epilepsy, brain tumors, sleep disorders, and head injuries. As healthcare systems continue to evolve, the demand for efficient, non-invasive diagnostic tools is rising, positioning EEG devices as a key component of modern medical infrastructure. The growing focus on neurological health...