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Decoding the dynamic representation of musical pitch from human brain activity

机译:从人脑活动中解码音高的动态表示

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摘要

In music, the perception of pitch is governed largely by its tonal function given the preceding harmonic structure of the music. While behavioral research has advanced our understanding of the perceptual representation of musical pitch, relatively little is known about its representational structure in the brain. Using Magnetoencephalography (MEG), we recorded evoked neural responses to different tones presented within a tonal context. Multivariate Pattern Analysis (MVPA) was applied to “decode” the stimulus that listeners heard based on the underlying neural activity. We then characterized the structure of the brain’s representation using decoding accuracy as a proxy for representational distance, and compared this structure to several well established perceptual and acoustic models. The observed neural representation was best accounted for by a model based on the Standard Tonal Hierarchy, whereby differences in the neural encoding of musical pitches correspond to their differences in perceived stability. By confirming that perceptual differences honor those in the underlying neuronal population coding, our results provide a crucial link in understanding the cognitive foundations of musical pitch across psychological and neural domains.
机译:在音乐中,鉴于音乐的先前谐波结构,音高的感觉主要取决于音调功能。尽管行为研究已经使我们对音调的感知表示有了更深入的了解,但人们对其在大脑中的表示结构所知甚少。使用脑磁图(MEG),我们记录了诱发的神经对音调环境中呈现的不同音调的反应。应用多元模式分析(MVPA)根据潜在的神经活动“解码”听众听到的刺激。然后,我们使用解码精度作为代表距离的代理来表征大脑的代表结构,并将该结构与几个公认的感知和声学模型进行比较。观察到的神经表示最好由基于标准音调层次的模型来解释,其中音高的神经编码中的差异对应于其在感知稳定性方面的差异。通过确认知觉差异尊重潜在的神经元群体编码中的差异,我们的结果为理解跨心理学和神经领域的音乐音调的认知基础提供了至关重要的联系。

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