论文标题
使用基于连接性的EEG神经反馈和同时fMRI进行情绪调节的神经调节增强
Neural modulation enhancement using connectivity-based EEG neurofeedback with simultaneous fMRI for emotion regulation
论文作者
论文摘要
情绪调节在人类行为和整体福祉中起着关键作用。神经反馈是一种非侵入性的自我脑训练技术,用于通过行为改变来增强大脑功能和精神障碍的治疗。先前的神经反馈研究通常集中于通过fMRI或一个或两个EEG电极的功率测量的单个大脑区域的活性。在一项新研究中,我们通过回忆起积极的自传记忆和同时fMRI来上调积极的情绪,利用基于连接性的EEG神经反馈。在我们的新方法中,反馈是由脑电电极的一致性而不是一个或两个电极的功率确定的。我们通过多个实验比较了这种基于连接性的神经反馈与传统的基于活动的神经反馈的效率。结果表明,基于连接性的神经反馈有效地改善了关键情绪调节区域中的大胆信号变化和连通性,例如杏仁核,丘脑和岛状,并增加了EEG额叶额外的不对称性,这是对精神疾病的情绪调节和治疗的生物标志物,例如PTSD,焦虑,抑郁,抑郁,抑郁症和coherence eegerence in eeg eeg Mannersence。与传统基于连接性的神经反馈相比,与传统的基于活动和假神经反馈方法相比,在神经反馈实验之前和之后进行的心理测量评估表明,参与者在增强积极情绪和减少负面情绪方面的改善。这些发现表明,基于连通性的神经反馈可能是调节情绪的卓越方法,并且可能是精神疾病的有用替代疗法,为个人提供了对大脑和心理功能的更大控制。
Emotion regulation plays a key role in human behavior and overall well-being. Neurofeedback is a non-invasive self-brain training technique used for emotion regulation to enhance brain function and treatment of mental disorders through behavioral changes. Previous neurofeedback research often focused on using activity from a single brain region as measured by fMRI or power from one or two EEG electrodes. In a new study, we employed connectivity-based EEG neurofeedback through recalling positive autobiographical memories and simultaneous fMRI to upregulate positive emotion. In our novel approach, the feedback was determined by the coherence of EEG electrodes rather than the power of one or two electrodes. We compared the efficiency of this connectivity-based neurofeedback to traditional activity-based neurofeedback through multiple experiments. The results showed that connectivity-based neurofeedback effectively improved BOLD signal change and connectivity in key emotion regulation regions such as the amygdala, thalamus, and insula, and increased EEG frontal asymmetry, which is a biomarker for emotion regulation and treatment of mental disorders such as PTSD, anxiety, and depression and coherence among EEG channels. The psychometric evaluations conducted both before and after the neurofeedback experiments revealed that participants demonstrated improvements in enhancing positive emotions and reducing negative emotions when utilizing connectivity-based neurofeedback, as compared to traditional activity-based and sham neurofeedback approaches. These findings suggest that connectivity-based neurofeedback may be a superior method for regulating emotions and could be a useful alternative therapy for mental disorders, providing individuals with greater control over their brain and mental functions.