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arXiv 2510.26041cs.HC
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FractalBrain:一种使用脑电图(EEG)实现正念的神经交互虚拟现实体验

FractalBrain: A Neuro-interactive Virtual Reality Experience using Electroencephalogram (EEG) for Mindfulness

Jamie Ngoc Dinh, You-Jin Kim, Myungin Lee

AI总结:

针对初学者难以持续专注练习正念的问题,研究提出结合VR与EEG的FractalBrain系统,通过实时分析EEG数据自适应调控分形视听参数,经试点验证可辅助正念练习、提升注意力。

摘要:

正念已被研究并应用于提升心理健康水平,同时降低神经质水平和心理病理指标。然而,保持持续专注地练习正念颇具挑战,对初学者而言尤其如此。在我们提出的系统FractalBrain中,我们采用了一种交互式视听分形图案,这种带有几何重复模式的图案已被证实能诱发冥想效果。FractalBrain将超现实虚拟现实(VR)程序与脑电图(EEG)接口相结合,打造出一套完整体验。用户在沉浸式环境中观赏不断变化的分形风格艺术作品时,其EEG数据流会被分析并映射到VR环境中。这些EEG数据会实时自适应地调控视听参数,为每位用户生成独一无二的体验。试点反馈表明,FractalBrain具备促进正念、提升注意力的潜力。

英文摘要:

Mindfulness has been studied and practiced in enhancing psychological well-being while reducing neuroticism and psychopathological indicators. However, practicing mindfulness with continuous attention is challenging, especially for beginners. In the proposed system, FractalBrain, we utilize an interactive audiovisual fractal with a geometric repetitive pattern that has been demonstrated to induce meditative effects. FractalBrain presents an experience combining a surreal virtual reality (VR) program with an electroencephalogram (EEG) interface. While viewing an ever-changing fractal-inspired artwork in an immersive environment, the user's EEG stream is analyzed and mapped into VR. These EEG data adaptively manipulates the audiovisual parameters in real-time, generating a distinct experience for each user. The pilot feedback suggests the potential of the FractalBrain to facilitate mindfulness and enhance attention.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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