Article ID Journal Published Year Pages File Type
9727894 Physica A: Statistical Mechanics and its Applications 2005 12 Pages PDF
Abstract
In this work, we develop an analog circuit to generate a stochastic signal with stationary distribution exhibiting a tunable power-law tail. The proposed circuit design is a variant of a recently introduced one based on a differential equation with both multiplicative and additive noises. Here, the circuit is carefully designed in order to ensure that all components operate within their specific regimes. We provide a detailed characterization of the output signal, including the power-law exponent dependence on the tunable component. We apply the present circuit to study the first passage time problem in a simple integrate-fire model of neural dynamics driven by a non-Gaussian noise.
Related Topics
Physical Sciences and Engineering Mathematics Mathematical Physics
Authors
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