Kober Silvia Erika, Witte Matthias, Stangl Matthias, Väljamäe Aleksander, Neuper Christa, Wood Guilherme
Department of Psychology, University of Graz, Universitaetsplatz 2/III, A-8010 Graz, Austria; Department of Psychology, University of Graz, Universitaetsplatz 2/III, A-8010 Graz, Austria.
Department of Psychology, University of Graz, Universitaetsplatz 2/III, A-8010 Graz, Austria.
Clin Neurophysiol. 2015 Jan;126(1):82-95. doi: 10.1016/j.clinph.2014.03.031. Epub 2014 Apr 13.
In the present study, we investigated how the electrical activity in the sensorimotor cortex contributes to improved cognitive processing capabilities and how SMR (sensorimotor rhythm, 12-15Hz) neurofeedback training modulates it. Previous evidence indicates that higher levels of SMR activity reduce sensorimotor interference and thereby promote cognitive processing.
Participants were randomly assigned to two groups, one experimental (N=10) group receiving SMR neurofeedback training, in which they learned to voluntarily increase SMR, and one control group (N=10) receiving sham feedback. Multiple cognitive functions and electrophysiological correlates of cognitive processing were assessed before and after 10 neurofeedback training sessions.
The experimental group but not the control group showed linear increases in SMR power over training runs, which was associated with behavioural improvements in memory and attentional performance. Additionally, increasing SMR led to a more salient stimulus processing as indicated by increased N1 and P3 event-related potential amplitudes after the training as compared to the pre-test. Finally, functional brain connectivity between motor areas and visual processing areas was reduced after SMR training indicating reduced sensorimotor interference.
These results indicate that SMR neurofeedback improves stimulus processing capabilities and consequently leads to improvements in cognitive performance.
The present findings contribute to a better understanding of the mechanisms underlying SMR neurofeedback training and cognitive processing and implicate that SMR neurofeedback might be an effective cognitive training tool.
在本研究中,我们调查了感觉运动皮层的电活动如何促进认知加工能力的提升,以及感觉运动节律(SMR,12 - 15赫兹)神经反馈训练如何对其进行调节。先前的证据表明,较高水平的SMR活动可减少感觉运动干扰,从而促进认知加工。
参与者被随机分为两组,一组为实验组(N = 10),接受SMR神经反馈训练,即学习自主增加SMR;另一组为对照组(N = 10),接受伪反馈。在10次神经反馈训练前后,评估了多种认知功能以及认知加工的电生理相关性。
实验组而非对照组在训练过程中SMR功率呈线性增加,这与记忆和注意力表现的行为改善相关。此外,与训练前测试相比,训练后N1和P3事件相关电位振幅增加,表明增加SMR会导致更显著的刺激加工。最后,SMR训练后运动区域与视觉加工区域之间的功能性脑连接减少,表明感觉运动干扰降低。
这些结果表明,SMR神经反馈可改善刺激加工能力,从而提高认知表现。
本研究结果有助于更好地理解SMR神经反馈训练和认知加工的潜在机制,并暗示SMR神经反馈可能是一种有效的认知训练工具。