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• W2171746688 abstract "We analyze the effect of noise in integrate-and-fire neurons driven by time-dependent input and compare the diffusion approximation for the membrane potential to escape noise. It is shown that for time-dependent subthreshold input, diffusive noise can be replaced by escape noise with a hazard function that has a gaussian dependence on the distance between the (noise-free) membrane voltage and threshold. The approximation is improved if we add to the hazard function a probability current proportional to the derivative of the voltage. Stochastic resonance in response to periodic input occurs in both noise models and exhibits similar characteristics." @default.
• W2171746688 created "2016-06-24" @default.
• W2171746688 creator A5044075852 @default.
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• W2171746688 date "2000-02-01" @default.
• W2171746688 modified "2023-10-18" @default.
• W2171746688 title "Noise in Integrate-and-Fire Neurons: From Stochastic Input to Escape Rates" @default.
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• W2171746688 doi "https://doi.org/10.1162/089976600300015835" @default.
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