EEG-biofeedback

脑电 - 生物反馈
  • 文章类型: Journal Article
    (1)背景:神经反馈训练(NFT)已成为增强认知功能和减少焦虑的一种有前途的方法,然而,它对大学生群体的具体影响需要进一步调查。这项研究旨在研究NFT对该人口统计学中工作记忆改善和焦虑减少的影响。(2)方法:将40名健康大学生志愿者随机分为实验组和对照组。使用14通道EmotivEpocX耳机(EMOTIV,Inc.,旧金山,CA94102,美国)和BrainViz软件版本BrainVisualizer1.1(EMOTIV,Inc.,旧金山,CA94102,USA),专注于alpha频段,以改善工作记忆和减少焦虑。评估工具,包括用于工作记忆的CorsiBlock和MemorySpan测试以及用于焦虑的状态-特质焦虑量表-2(STAI-2),在干预前后应用。(3)结果:结果表明,从NFT的第二天开始,实验组的α波振幅增加,在第2天(p<0.05)和第8天(p<0.01)观察到统计学上的显着差异。与基于先前文献的预期相反,该研究未观察到对工作记忆的同时积极影响.尽管如此,实验组的状态焦虑水平显着降低(p<0.001),证实NFT的焦虑管理潜力。(4)结论:虽然这些结果表明了该技术在提高神经效率方面的一些潜力,不同日期的差异凸显了进一步调查以充分确定其有效性的必要性。这项研究证实了NFT对减少大学生状态焦虑的有益影响,强调其在提高心理和认知能力方面的价值。尽管工作记忆缺乏观察到的改善,这些结果凸显了在不同人群和环境中继续探索NFT应用的必要性,强调其在教育和治疗环境中的潜在效用。
    (1) Background: Neurofeedback training (NFT) has emerged as a promising approach for enhancing cognitive functions and reducing anxiety, yet its specific impact on university student populations requires further investigation. This study aims to examine the effects of NFT on working memory improvement and anxiety reduction within this demographic. (2) Methods: A total of forty healthy university student volunteers were randomized into two groups: an experimental group that received NFT and a control group. The NFT protocol was administered using a 14-channel Emotiv Epoc X headset (EMOTIV, Inc., San Francisco, CA 94102, USA) and BrainViz software version Brain Visualizer 1.1 (EMOTIV, Inc., San Francisco, CA 94102, USA), focusing on the alpha frequency band to target improvements in working memory and reductions in anxiety. Assessment tools, including the Corsi Block and Memory Span tests for working memory and the State-Trait Anxiety Inventory-2 (STAI-2) for anxiety, were applied pre- and post-intervention. (3) Results: The findings indicated an increase in alpha wave amplitude in the experimental group from the second day of NFT, with statistically significant differences observed on days 2 (p < 0.05) and 8 (p < 0.01). Contrary to expectations based on the previous literature, the study did not observe a concurrent positive impact on working memory. Nonetheless, a significant reduction in state anxiety levels was recorded in the experimental group (p < 0.001), corroborating NFT\'s potential for anxiety management. (4) Conclusions: While these results suggest some potential of the technique in enhancing neural efficiency, the variability across different days highlights the need for further investigation to fully ascertain its effectiveness. The study confirms the beneficial impact of NFT on reducing state anxiety among university students, underscoring its value in psychological and cognitive performance enhancement. Despite the lack of observed improvements in working memory, these results highlight the need for continued exploration of NFT applications across different populations and settings, emphasizing its potential utility in educational and therapeutic contexts.
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  • 文章类型: Journal Article
    简介:尼古丁成瘾的生物反馈(BF)和神经反馈(NF)培训的调查长期以来一直被证明可以带来积极的吸烟状况。行为和大脑活动的变化。我们的目标是:(a)评估多访问联合BF/NF干预作为替代戒烟方法,(B)验证培训诱导的反馈学习,(c)记录对静息状态功能连接网络(rsFCN)的影响;在纵向设计中考虑性别和尼古丁依赖程度。方法:我们分析了临床,行为,以及来自17名吸烟者的电生理数据,这些吸烟者完成了5次BF和20次NF会话以及3个评估阶段。通过不同脑节律的相位滞后指数(PLI)比较全脑rsFCN,探索了可能的神经可塑性作用。根据不同的静息状态网络(RSN)研究了随时间变化显着变化的PLI连接。结果:吸烟状况的改善被观察为呼出的一氧化碳水平,总氧化应激,Fageström评分下降,而维生素E水平随时间增加。BF/NF促进了焦虑的增加,自尊,以及认知表现的几个方面。在会话中观察到温度增强中的BF学习。在基线和会话内实现了theta/alpha比率增加的NF学习。PLI网络连接随着时间的推移而显著变化,主要是在视觉之间或视觉内,θ和α节奏中的默认模式和额叶网络,而beta波段RSNs在BF会话后大多发生了显著变化。讨论:结合BF/NF训练对吸烟者的临床和行为状态有积极影响,在减少吸烟危害方面显示出益处,起到神经保护作用,导致学习效果,并随着时间的推移积极重组RSN。临床试验注册:https://clinicaltrials.gov/ct2/show/NCT02991781。
    Introduction: Investigations of biofeedback (BF) and neurofeedback (NF) training for nicotine addiction have been long documented to lead to positive gains in smoking status, behavior and to changes in brain activity. We aimed to: (a) evaluate a multi-visit combined BF/NF intervention as an alternative smoking cessation approach, (b) validate training-induced feedback learning, and (c) document effects on resting-state functional connectivity networks (rsFCN); considering gender and degree of nicotine dependence in a longitudinal design. Methods: We analyzed clinical, behavioral, and electrophysiological data from 17 smokers who completed five BF and 20 NF sessions and three evaluation stages. Possible neuroplastic effects were explored comparing whole-brain rsFCN by phase-lag index (PLI) for different brain rhythms. PLI connections with significant change across time were investigated according to different resting-state networks (RSNs). Results: Improvements in smoking status were observed as exhaled carbon monoxide levels, Total Oxidative Stress, and Fageström scores decreased while Vitamin E levels increased across time. BF/NF promoted gains in anxiety, self-esteem, and several aspects of cognitive performance. BF learning in temperature enhancement was observed within sessions. NF learning in theta/alpha ratio increase was achieved across baselines and within sessions. PLI network connections significantly changed across time mainly between or within visual, default mode and frontoparietal networks in theta and alpha rhythms, while beta band RSNs mostly changed significantly after BF sessions. Discussion: Combined BF/NF training positively affects the clinical and behavioral status of smokers, displays benefit in smoking harm reduction, plays a neuroprotective role, leads to learning effects and to positive reorganization of RSNs across time. Clinical Trial Registration: https://clinicaltrials.gov/ct2/show/NCT02991781.
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  • 文章类型: Journal Article
    UNASSIGNED: Neurofeedback (NFB) attempts to alter the brain\'s electrophysiological activity and has shown potential as a pain management technique. Existing studies, however, often lack appropriate control groups or fail to assess whether electrophysiological activity has been successfully regulated. The current study is a randomized controlled trial comparing changes in brain activity and pain during NFB with those of a sham-control group.
    UNASSIGNED: An experimental pain paradigm in healthy participants was used to provide optimal control of pain sensation. Twenty four healthy participants were blind randomized to receive either 10 × NFB (with real EEG feedback) or 10 × sham (with false EEG feedback) sessions during noxious cold stimulation. Prior to actual NFB training, training protocols were individually determined for each participant based on a comparison of an initial 32-channel qEEG assessment administered at both baseline and during an experimental pain task. Each individual protocol was based on the electrode site and frequency band that showed the greatest change in amplitude during pain, with alpha or theta up-regulation at various electrode sites (especially Pz) the most common protocols chosen. During the NFB sessions themselves, pain was assessed at multiple times during each session on a 0-10 rating scale, and ANOVA was used to examine changes in pain ratings and EEG amplitude both across and during sessions for both NFB and sham groups.
    UNASSIGNED: For pain, ANOVA trend analysis found a significant general linear decrease in pain across the 10 sessions (p = 0.015). However, no significant main or interaction effects of group were observed suggesting decreases in pain occurred independently of NFB. For EEG, there was a significant During Session X Group interaction (p = 0.004), which indicated that EEG amplitude at the training site was significantly closer to the target amplitude for the NFB compared to the sham group during painful stimulation, but this was only the case at the beginning of the cold task.
    UNASSIGNED: While these results must be interpreted within the context of an experimental pain model, they underline the importance of including an appropriate comparison group to avoid attributing naturally occurring changes to therapeutic effects.
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  • 文章类型: Comparative Study
    有学习障碍(LD)的儿童通常具有脑电图,其特征是θ过多和α活动不足。NFB使用听觉刺激作为增强剂已被证明是通过积极增强theta/alpha比降低来治疗LD儿童的有用工具。本研究的目的是通过比较视觉(睁眼)和听觉(闭眼)增强剂的功效来优化NFB程序。20名theta/alpha比值异常高的LD儿童被随机分配到听觉或视觉组,500赫兹的音调或视觉刺激(白色正方形),分别,当θ/α比的值减小时,用作正增强剂。两组都有与脑电图成熟一致的体征,但只有听觉组表现出行为/认知改善。总之,听觉增强剂更有效地降低了θ/α比,它比视觉增强更能提高认知能力。
    Children with learning disabilities (LD) frequently have an EEG characterized by an excess of theta and a deficit of alpha activities. NFB using an auditory stimulus as reinforcer has proven to be a useful tool to treat LD children by positively reinforcing decreases of the theta/alpha ratio. The aim of the present study was to optimize the NFB procedure by comparing the efficacy of visual (with eyes open) versus auditory (with eyes closed) reinforcers. Twenty LD children with an abnormally high theta/alpha ratio were randomly assigned to the Auditory or the Visual group, where a 500 Hz tone or a visual stimulus (a white square), respectively, was used as a positive reinforcer when the value of the theta/alpha ratio was reduced. Both groups had signs consistent with EEG maturation, but only the Auditory Group showed behavioral/cognitive improvements. In conclusion, the auditory reinforcer was more efficacious in reducing the theta/alpha ratio, and it improved the cognitive abilities more than the visual reinforcer.
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  • 文章类型: Journal Article
    To elucidate basic mechanisms underlying neurofeedback we investigated neural mechanisms of training of slow cortical potentials (SCPs) by considering EEG- and fMRI. Additionally, we analyzed the feasibility of a double-blind, placebo-controlled design in NF research based on regulation performance during treatment sessions and self-assessment of the participants. Twenty healthy adults participated in 16 sessions of SCPs training: 9 participants received regular SCP training, 11 participants received sham feedback. At three time points (pre, intermediate, post) fMRI and EEG/ERP-measurements were conducted during a continuous performance test (CPT). Performance-data during the sessions (regulation performance) in the treatment group and the placebo group were analyzed. Analysis of EEG-activity revealed in the SCP group a strong enhancement of the CNV (electrode Cz) at the intermediate assessment, followed by a decrease back to baseline at the post-treatment assessment. In contrast, in the placebo group a continuous but smaller increase of the CNV could be obtained from pre to post assessment. The increase of the CNV in the SCP group at intermediate testing was superior to the enhancement in the placebo group. The changes of the CNV were accompanied by a continuous improvement in the test performance of the CPT from pre to intermediate to post assessment comparable in both groups. The change of the CNV in the SCP group is interpreted as an indicator of neural plasticity and efficiency while an increase of the CNV in the placebo group might reflect learning and improved timing due to the frequent task repetition. In the fMRI analysis evidence was obtained for neuronal plasticity. After regular SCP neurofeedback activation in the posterior parietal cortex decreased from the pre- to the intermediate measurement and increased again in the post measurement, inversely following the U-shaped increase and decrease of the tCNV EEG amplitude in the SCP-trained group. Furthermore, we found a localized increase of activity in the anterior cingulate cortex (ACC). Analyses of the estimation of treatment assignment by the participants indicate feasibility of blinding. Participants could not assess treatment assignment confidently. Participants of the SCP-group improved regulation capability during treatment sessions (in contrast to the participants of the placebo-group), although regulation capability appeared to be instable, presumably due to diminished confidence in the training (SCP- or sham-training). Our results indicate that SCP training in healthy adults might lead to functional changes in neuronal circuits serving cognitive preparation even after a limited number of sessions.
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