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Common stimulus–response functions. (A) Filtering of stimulus examples through the linear filter k. (B) (Threshold-)Linear model with Gaussian noise. (C) Poisson model with exponential nonlinearity. (D) Bernoulli model. All models can be extended using a post-spike filter that indicates dependence of the model's output on the recent response history (light gray).
