In conclusion, HF rTMS intervention for two weeks can restore early AD‐like dysfunctions in the brain of APP/PS1 mice by regulation of APOE and autophagy, which provides a new idea and experimental basis for the early prevention and treatment of AD. Here, APOE is linked to Alzheimer disease.