White Noise Analysis of Coupled Linear-Nonlinear Systems

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White Noise Analysis of Coupled Linear-Nonlinear Systems

Abstract. We present an asymptotic analysis of two coupled linear-nonlinear systems. Through measuring first and second input-output statistics of the systems in response to white noise input, one can completely characterize the systems and their coupling. The proposed model is similar to a widely used phenomenological model of neurons in response to sensory stimulation and may be used to help ...

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ژورنال

عنوان ژورنال: SIAM Journal on Applied Mathematics

سال: 2003

ISSN: 0036-1399,1095-712X

DOI: 10.1137/s0036139901397571