Low-dimensional spike rate models derived from networks of adaptive integrate-and-fire neurons: Comparison and implementation

Moritz Augustin, Josef Ladenbauer, Fabian Baumann +1

The spiking activity of single neurons can be well described by a nonlinear integrate-and-fire model that includes somatic adaptation. When exposed to fluctuating inputs sparsely c…