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3D visualization of movements can amplify motor cortex activation during subsequent motor imagery

机译:运动的3D可视化可以放大后续运动图像期间的运动皮层激活

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摘要

A repetitive movement practice by motor imagery (MI) can influence motor cortical excitability in the electroencephalogram (EEG). This study investigated if a realistic visualization in 3D of upper and lower limb movements can amplify motor related potentials during subsequent MI. We hypothesized that a richer sensory visualization might be more effective during instrumental conditioning, resulting in a more pronounced event related desynchronization (ERD) of the upper alpha band (10–12 Hz) over the sensorimotor cortices thereby potentially improving MI based brain-computer interface (BCI) protocols for motor rehabilitation. The results show a strong increase of the characteristic patterns of ERD of the upper alpha band components for left and right limb MI present over the sensorimotor areas in both visualization conditions. Overall, significant differences were observed as a function of visualization modality (VM; 2D vs. 3D). The largest upper alpha band power decrease was obtained during MI after a 3-dimensional visualization. In total in 12 out of 20 tasks the end-user of the 3D visualization group showed an enhanced upper alpha ERD relative to 2D VM group, with statistical significance in nine tasks.With a realistic visualization of the limb movements, we tried to increase motor cortex activation during subsequent MI. The feedback and the feedback environment should be inherently motivating and relevant for the learner and should have an appeal of novelty, real-world relevance or aesthetic value (Ryan and Deci, ; Merrill, ). Realistic visual feedback, consistent with the participant’s MI, might be helpful for accomplishing successful MI and the use of such feedback may assist in making BCI a more natural interface for MI based BCI rehabilitation.
机译:运动图像(MI)的重复运动练习可能会影响脑电图(EEG)中的运动皮层兴奋性。这项研究调查了上肢和下肢运动的3D现实可视化是否可以在随后的心梗期间放大运动相关电位。我们假设,在仪器调节期间,更丰富的感觉可视化可能会更有效,从而导致感觉运动皮层上α带(10–12 Hz)的更明显的事件相关去同步(ERD),从而潜在地改善基于MI的脑机接口(BCI)运动康复协议。结果表明,在两种可视化条件下,在感觉运动区域上方出现的左,右肢MI的上α带成分的ERD的特征模式都大大增加。总体而言,观察到的显着差异是可视化模式的函数(VM; 2D与3D)。在三维可视化后的心梗期间获得了最大的上α波段功率下降。在20项任务中的12项中,3D可视化组的最终用户相对于2D VM组显示出较高的上位ERD,在9项任务中具有统计学意义。通过逼真的肢体运动可视化,我们尝试增加运动在随后的心梗期间皮层激活。反馈和反馈环境应具有内在的动机,并与学习者相关,并应具有新颖性,现实意义或美学价值(Ryan和Deci,; Merrill,)。逼真的视觉反馈与参与者的MI一致,可能有助于成功完成MI,而使用此类反馈可能有助于使BCI成为基于MI的BCI康复的更自然的界面。

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