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Summary
DescriptionStochastic Spike Response Model, SRM and GLM.jpg
English: The membrane potential V of the Spike Response Model (SRM) has two contributions. First, input current I is filtered by a first filter. Second output spikes S are filtered by a second filter and fed back. The resulting membrane potential is used to generate output spikes by a stochastic process with an intensity that depends on the distance between membrane potential and threshold.
The stochastic Spike Response Model (Gerstner and van Hemmen 1992, Gerstner 1995, 2000) is closely related to the Generalized Linear Model (Truccolo et al. 2005, Pillow et al. 2008). Schematic drawing.
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