Darvishi Sam, Gharabaghi Alireza, Boulay Chadwick B, Ridding Michael C, Abbott Derek, Baumert Mathias
School of Electrical and Electronic Engineering, University of AdelaideAdelaide, SA, Australia; Division of Functional and Restorative Neurosurgery, and Centre for Integrative Neuroscience, Eberhard Karls University TuebingenTubingen, Germany.
Division of Functional and Restorative Neurosurgery, and Centre for Integrative Neuroscience, Eberhard Karls University Tuebingen Tubingen, Germany.
Front Neurosci. 2017 Feb 9;11:60. doi: 10.3389/fnins.2017.00060. eCollection 2017.
Motor imagery (MI) activates the sensorimotor system independent of actual movements and might be facilitated by neurofeedback. Knowledge on the interaction between feedback modality and the involved frequency bands during MI-related brain self-regulation is still scarce. Previous studies compared the cortical activity during the MI task with concurrent feedback (MI feedback condition) to cortical activity during the relaxation task where no feedback was provided (relaxation feedback condition). The observed differences might, therefore, be related to either the task or the feedback. A proper comparison would necessitate studying a relaxation condition with feedback and a MI task condition without feedback as well. Right-handed healthy subjects performed two tasks, i.e., MI and relaxation, in alternating order. Each of the tasks (MI vs. relaxation) was studied with and without feedback. The respective event-driven oscillatory activity, i.e., sensorimotor desynchronization (during MI) or synchronization (during relaxation), was rewarded with contingent feedback. Importantly, feedback onset was delayed to study the task-related cortical activity in the absence of feedback provision during the delay period. The reward modality was alternated every 15 trials between proprioceptive and visual feedback. Proprioceptive input was superior to visual input to increase the range of task-related spectral perturbations in the α- and β-band, and was necessary to consistently achieve MI-related sensorimotor desynchronization (ERD) significantly below baseline. These effects occurred in task periods without feedback as well. The increased accuracy and duration of learned brain self-regulation achieved in the proprioceptive condition was specific to the β-band. MI-related operant learning of brain self-regulation is facilitated by proprioceptive feedback and mediated in the sensorimotor β-band.
运动想象(MI)独立于实际运动激活感觉运动系统,并且可能会受到神经反馈的促进。关于在与MI相关的大脑自我调节过程中反馈方式与所涉及频段之间相互作用的知识仍然匮乏。先前的研究将MI任务期间有同步反馈时的皮质活动(MI+反馈条件)与无反馈的放松任务期间的皮质活动(放松-反馈条件)进行了比较。因此,观察到的差异可能与任务或反馈有关。要进行恰当的比较,还需要研究有反馈的放松条件和无反馈的MI任务条件。右利手健康受试者按交替顺序执行两项任务,即MI和放松。每项任务(MI与放松)都在有反馈和无反馈的情况下进行研究。相应的事件驱动振荡活动,即感觉运动去同步化(在MI期间)或同步化(在放松期间),会得到偶然反馈。重要的是,反馈开始时间延迟,以便研究延迟期内无反馈时与任务相关的皮质活动。奖励方式每15次试验在本体感觉反馈和视觉反馈之间交替。本体感觉输入在增加α和β频段与任务相关的频谱扰动范围方面优于视觉输入,并且对于持续实现显著低于基线的与MI相关的感觉运动去同步化(事件相关去同步化,ERD)是必要的。这些效应在无反馈的任务期间也会出现。在本体感觉条件下实现的学习到的大脑自我调节的准确性和持续时间的提高在β频段是特定的。与MI相关的大脑自我调节的操作性学习受到本体感觉反馈的促进,并在感觉运动β频段介导。