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Independent component processes underlying emotions during natural music listening

机译:独立组成部分在自然音乐聆听期间的潜在情绪

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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:本研究的目的是调查自然音乐听力期间的大脑过程。为了解决这一点,我们记录了22个受试者的高密度脑电图(EEG),同时呈现一组单独匹配的整个音乐摘录在价值和唤醒中变化。应用独立的分量分析以将脑电图数据分解为功能鲜明的脑过程。基于空间(头皮地形和偶极物地点映射到蒙特利尔神经学脑模板上的偶极子地点)和功能(光谱)特征的基础计算的K-means集群分析显示了10个群集,涉及通常涉及音乐和情感处理的脑区域虽然在丘脑 - 肢体和眶内地区的附近以及额外,前景,顶叶,锥形枕,颞枕和枕骨区域。该分析显示,唤醒与α频率范围内的功率抑制相关。另一方面,与悲伤相比诱导幸福的摘录突出的蒸频功率增加有关。这些发现与Heller提出的模型部分兼容,争论额叶涉及调制价体验(左前半球用于积极情绪),而正确的平均颞区域有助于情绪唤醒。

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