An analytically tractable model of neural population activity in the presence of common input explains higher-order correlations and entropy

Jakob H Macke, Manfred Opper, Matthias Bethge

Simultaneously recorded neurons exhibit correlations whose underlying causes are not known. Here, we use a population of threshold neurons receiving correlated inputs to model neur…