Noninvasive and sensitive memory-related EEG neuromarker signatures can detect amnestic mild cognitive impairment (aMCI), an early stage of Alzheimer’s, about five years before diagnosis. The Bluegrass memory task that the study employs has great potential to be used for individualized prognosis of risk and progression before clinical diagnosis.