Although the mean firing rates were lower in the APP/PS1 animals, we also observed examples of high firing rate neurons, suggesting the presence of the hyperactive and hypoactive subpopulations of neurons that other groups have identified in mouse models of AD3,7,38. This evidence concerns the gene APP and Alzheimer disease 3.