APP and Alzheimer disease: While the parameters of the models do not explicitly map onto circuit features, such as synaptic connectivity or intrinsic excitability, they do provide insight into how the constellation of cellular and molecular changes in APP/PS1 and related models of AD may result in diminished coding capacity and network function2,3.