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Updated: Jan 20, 2026

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一个冷静的大脑-音乐接口,用个性化的播放列表来增强音乐冷静感

Sotaro Kondoh^1,2,3,4,5, Takahide Etani^1,5,6,7, Yuna Sakakibara^1,5

¹Graduate School of Media and Governance, Keio University, Fujisawa, Kanagawa, Japan.

|January 19, 2026

概括

个性化的音乐播放列表可以增强人们体验到的愉快的寒. 使用脑电图 (EEG) 数据的脑音乐接口适应了音乐选择以适应个体神经活动,放大了情绪参与度.

科学领域:

神经科学是一个神经科学.
音乐心理学音乐心理学
人与计算机的交互

背景情况:

音乐,以像皮一样的身体感觉为特征,与强烈的快乐和大脑的奖励系统有关.
音乐偏好和神经反应的个体变化在持续增强音乐诱导的寒方面带来了挑战.
现有的音乐选择方法往往忽略了个性化的神经反,限制了最佳情绪参与的潜力.

研究的目的:

开发和评估一种脑音乐接口 (BMI) 系统,以增强音乐诱导的寒.
调查实时电脑电图 (EEG) 反在个性化乐趣音乐选择中的有效性.
为了比较EEG更新的播放列表与声学驱动的播放列表对主观寒冷体验的影响.

主要方法:

开发一种使用耳内电脑图 (EEG) 传感器的冷静脑音乐接口 (C-BMI).
创建个性化的回归模型来预测声学特征的乐趣,并从EEG数据中解码乐趣.
创建四个不同的播放列表:两个增强乐趣和两个减少乐趣,每个都有EEG更新和仅声学版本.

主要成果:

与减少快乐的播放列表相比,EEG更新的增强快乐的播放列表显著增加了主观的寒和快乐评分.
基于EEG的实时调整音乐选择被证明在放大寒方面比仅依靠声学特征更有效.
这项研究表明神经反的潜力可以调节对音乐的情绪反应.

结论:

通过C-BMI使音乐选择适应个体的神经活动,可以显著放大音乐诱导的寒和情绪参与.
神经反系统为创造更个性化和情感共的音乐体验提供了一个有希望的途径.
这项研究突出了脑计算机接口在情感计算和个性化娱乐方面的潜力.

关键词:

认知神经科学认知神经科学心理学心理学心理学

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