Introduction The human brain generates approximately 86 billion neurons in continuous electrochemical communication, producing measurable electrical fields that propagate outward through cortical tissue, cerebrospinal fluid, skull, and scalp. Electroencephalography (EEG) is the scientific discipline concerned with capturing those fields non-invasively, translating the collective dynamics of millions of neurons into time-varying voltage signals that researchers, clinicians, and engineers can...