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Independent component processes underlying emotions during natural music listening

机译:独立组件处理自然音乐收听过程中的潜在情感

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摘要

The aim of this study was to investigate the brain processes underlying emotions during natural music listening. To address this, we recorded high-density electroencephalography (EEG) from 22 subjects while presenting a set of individually matched whole musical excerpts varying in valence and arousal. Independent component analysis was applied to decompose the EEG data into functionally distinct brain processes. A k-means cluster analysis calculated on the basis of a combination of spatial (scalp topography and dipole location mapped onto the Montreal Neurological Institute brain template) and functional (spectra) characteristics revealed 10 clusters referring to brain areas typically involved in music and emotion processing, namely in the proximity of thalamic-limbic and orbitofrontal regions as well as at frontal, fronto-parietal, parietal, parieto-occipital, temporo-occipital and occipital areas. This analysis revealed that arousal was associated with a suppression of power in the alpha frequency range. On the other hand, valence was associated with an increase in theta frequency power in response to excerpts inducing happiness compared to sadness. These findings are partly compatible with the model proposed by Heller, arguing that the frontal lobe is involved in modulating valenced experiences (the left frontal hemisphere for positive emotions) whereas the right parieto-temporal region contributes to the emotional arousal.
机译:这项研究的目的是调查自然音乐聆听过程中大脑潜在情感的过程。为了解决这个问题,我们记录了22位受试者的高密度脑电图(EEG),同时展示了一组价,唤醒度各不相同的单独匹配的完整音乐摘录。应用独立成分分析将EEG数据分解为功能不同的大脑过程。根据空间(头皮地形图和偶极子位置映射到蒙特利尔神经学研究所大脑模板上)和功能(光谱)特征的组合计算出的k均值聚类分析揭示了10个聚类,这些聚类涉及通常参与音乐和情感处理的大脑区域,即丘脑-边缘和眶额区附近,以及额,额顶,顶叶,顶枕,颞枕和枕区。该分析表明,唤醒与α频率范围内的功率抑制有关。另一方面,与摘录引起的幸福感相比,与悲伤相比,化合价与theta频率功率的增加相关。这些发现与海勒(Heller)提出的模型部分兼容,认为额叶参与调节有价物的体验(左额半球产生积极情绪),而右额颞叶区域有助于情绪唤起。

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