In this study, we demonstrated the hippocampal expression of the transmembrane AMPAR regulatory proteins γ‐8 (TARPγ8) was reduced in aged mice along with the reduced CaMKIIα activity and memory impairment. This evidence concerns the gene CAMK2A and memory impairment.