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Nonstationary stochastic resonance in a single neuronlike system

机译:单神经元样系统中的非平稳随机共振

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摘要

Stochastic resonance holds much promise for the detection of weak signals in the presence of relatively loud noise. Following the discovery of nondynamical and of aperiodic stochastic resonance, it was recently shown that the phenomenon can manifest itself even in the presence of nonstationary signals. This was found in a composite system of differentiated trigger mechanisms mounted in parallel, which suggests that it could be realized in some elementary neural networks or nonlinear electronic circuits. Here, we find that even an individual trigger system may be able to detect weak nonstationary signals using stochastic resonance. The very simple modification to the trigger mechanism that makes this possible is reminiscent of some aspects of actual neuron physics. Stochastic resonance may thus become relevant to more types of biological or electronic systems injected with an ever broader class of realistic signals. [S1063-651X(98)05710-9]. [References: 31]
机译:随机共振在存在较大噪声的情况下检测微弱信号具有广阔的前景。在发现了非动态和非周期性随机共振之后,最近发现该现象即使在存在非平稳信号的情况下也可以表现出来。这是在并联安装的差分触发机制的复合系统中发现的,这表明它可以在某些基本神经网络或非线性电子电路中实现。在这里,我们发现,即使是单个触发系统也可以使用随机共振来检测微弱的非平稳信号。对触发机制的非常简单的修改使之成为可能,这使人想起了实际神经元物理学的某些方面。因此,随机共振可能与注入了越来越广泛的真实信号的更多类型的生物或电子系统相关。 [S1063-651X(98)05710-9]。 [参考:31]

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