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视听神经反馈训练对注意力增强的疗效:一种多模态方法。

Efficacy of audiovisual neurofeedback training for attention enhancement: a multimodal approach.

机构信息

Neurocomputation Laboratory, NED University of Engineering & Technology.

Department of Biomedical Engineering, NED University of Engineering & Technology.

出版信息

Neuroreport. 2024 Aug 7;35(11):721-728. doi: 10.1097/WNR.0000000000002063. Epub 2024 Jun 6.

Abstract

Attention is a cognitive process that involves focusing mental resources on specific stimuli and plays a fundamental role in perception, learning, memory, and decision-making. Neurofeedback (NF) is a useful technique for improving attention, providing real-time feedback on brain activity in the form of visual or auditory cues, and allowing users to learn to self-regulate their cognitive processes. This study compares the effectiveness of different cues in NF training for attention enhancement through a multimodal approach. We conducted neurological (Quantitative Electroencephalography), neuropsychological (Mindfulness Attention Awareness Scale-15), and behavioral (Stroop test) assessments before and after NF training on 36 healthy participants, divided into audiovisual (G1) and visual (G2) groups. Twelve NF training sessions were conducted on alternate days, each consisting of five subsessions, with pre- and post-NF baseline electroencephalographic evaluations using power spectral density. The pre-NF baseline was used for thresholding the NF session using the beta frequency band power. Two-way analysis of variance revealed a significant long-term effect of group (G1/G2) and state (before/after NF) on the behavioral and neuropsychological assessments, with G1 showing significantly higher Mindfulness Attention Awareness Scale-15 scores, higher Stroop scores, and lower Stroop reaction times for interaction effects. Moreover, unpaired t -tests to compare voxel-wise standardized low-resolution brain electromagnetic tomography images revealed higher activity of G1 in Brodmann area 40 due to NF training. Neurological assessments show that G1 had better improvement in immediate, short-, and long-term attention. The findings of this study offer a guide for the development of NF training protocols aimed at enhancing attention effectively.

摘要

注意力是一种认知过程,涉及将心理资源集中在特定刺激上,在感知、学习、记忆和决策中起着至关重要的作用。神经反馈(NF)是一种改善注意力的有用技术,它以视觉或听觉提示的形式提供大脑活动的实时反馈,并允许用户学习自我调节认知过程。本研究通过多模态方法比较了 NF 训练中不同提示在增强注意力方面的有效性。我们对 36 名健康参与者进行了神经学(定量脑电图)、神经心理学(正念注意意识量表-15)和行为(Stroop 测试)评估,这些参与者在 NF 训练前后分为视听(G1)和视觉(G2)组。进行了 12 次 NF 训练,每隔一天进行一次,每次包括 5 个子课程,在 NF 基线之前和之后使用功率谱密度进行预 NF 基线脑电图评估。使用β频带功率对 NF 会话进行阈值处理。双向方差分析显示,组(G1/G2)和状态(NF 之前/之后)对行为和神经心理学评估有显著的长期影响,G1 的正念注意意识量表-15 得分更高,Stroop 得分更高,Stroop 反应时间更短,交互作用更强。此外,为比较 G1 和 G2 的脑区活动差异,我们对 voxel-wise 标准化低分辨率脑电磁断层扫描图像进行了未配对 t 检验。由于 NF 训练,G1 的 Brodmann 区 40 的活动更高。神经学评估显示,G1 在即时、短期和长期注意力方面的改善更好。本研究的结果为有效增强注意力的 NF 训练方案的制定提供了指导。

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