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Noise Improves Visual Motion Discrimination via a Stochastic Resonance-Like Phenomenon

机译:噪声通过类似随机共振的现象改善了视觉运动辨别力

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摘要

The stochastic resonance (SR) is a phenomenon in which adding a moderate amount of noise can improve the signal-to-noise ratio and performance of non-linear systems. SR occurs in all sensory modalities including the visual system in which noise can enhance contrast detection sensitivity and the perception of ambiguous figures embedded in static scenes. Here, we explored how adding background white pixel-noise to a random dot motion (RDM) stimulus produced changes in visual motion discrimination in healthy human adults. We found that, although the average reaction times (RTs) remained constant, an intermediate level of noise improved the subjects’ ability to discriminate motion direction in the RDM task. The psychophysical responses followed an inverted U-like function of the input noise, whereas the incorrect responses with short RTs did not exhibit such modulation by external noise. Moreover, by applying stimulus and noisy signals to different eyes, we found that the SR phenomenon occurred presumably in the primary visual cortex, where these two signals first converge. Our results suggest that a SR-like phenomenon mediates the improvement of visual motion perception in the RDM task.
机译:随机共振(SR)是一种现象,其中添加适量的噪声可以提高信噪比和非线性系统的性能。 SR发生在包括视觉系统在内的所有感觉模式中,在视觉系统中,噪声可以增强对比度检测的灵敏度以及对嵌入静态场景中的模糊人物的感知。在这里,我们探讨了如何将背景白色像素噪声添加到随机点运动(RDM)刺激中,从而在健康的成年人中产生视觉运动辨别力的变化。我们发现,尽管平均反应时间(RTs)保持恒定,但中等水平的噪声改善了受试者在RDM任务中区分运动方向的能力。心理生理反应遵循输入噪声的倒U型功能,而短时间RTs的不正确反应并未表现出外部噪声的这种调制。此外,通过将刺激信号和嘈杂信号应用于不同的眼睛,我们发现SR现象大概发生在主要视觉皮层中,这两个信号首先会聚在一起。我们的研究结果表明,类似SR的现象介导了RDM任务中视觉运动感知的改善。

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