Progressive increases in HCN1 and HCN3 ion channel expression are accompanied by an array of dendritic, synaptic, and ultrastructural changes as well as the development of tau pathology in Tau35 mice, with decreases in dendritic branching observed only during advanced tauopathy. Here, HCN3 is linked to tauopathy.