Buschermöhle Michael, Feudel Ulrike, Freund Jan A
International Graduate School for Neurosensory Sciences, Carl-von-Ossietzky Universität Oldenburg, 26111, Oldenburg, Germany.
Biol Cybern. 2008 Dec;99(6):491-502. doi: 10.1007/s00422-008-0255-8. Epub 2008 Sep 23.
Many examples of natural noise show common amplitude modulations at different frequency regions. This kind of noise has been termed comodulated noise and is widely examined in hearing research, where an enhanced detectability of pure tones and narrow noise bands in comodulated noise compared to unmodulated noise is well known as the CMR or CDD effects, respectively. Here it is shown that only one signal processing step, a compressive nonlinearity motivated by the peripheral auditory system, is sufficient to explain a considerable contribution to these effects. Using an analytical approach, the influence of compression on the detectability of periodic and narrow band signals in the presence of unmodulated and comodulated noise is investigated. This theoretical treatment allows for identifying the mechanism leading to improved signal detection. The compressive nonlinearity constitutes an adaptive gain which selectively boosts a stimulus during time spans of inherently increased signal-to-noise ratio and attenuates it during time spans dominated by noise. On average, these time spans are more pronounced in stimuli with comodulated noise than with unmodulated noise, thus giving rise to the observed CMR and CDD effects.
许多自然噪声的例子在不同频率区域呈现出常见的幅度调制。这种噪声被称为共调制噪声,并且在听力研究中得到了广泛研究,在该研究中,与未调制噪声相比,共调制噪声中纯音和窄噪声带的可检测性增强,分别被称为CMR或CDD效应。在此表明,仅一个信号处理步骤,即由外周听觉系统激发的压缩非线性,就足以解释对这些效应的相当大的贡献。使用一种分析方法,研究了压缩对在未调制和共调制噪声存在下周期性和窄带信号可检测性的影响。这种理论处理方法有助于识别导致信号检测改善的机制。压缩非线性构成一种自适应增益,它在固有信噪比增加的时间段内选择性地增强刺激,并在噪声主导的时间段内使其衰减。平均而言,这些时间段在具有共调制噪声的刺激中比在具有未调制噪声的刺激中更明显,从而产生了观察到的CMR和CDD效应。