初级运动皮层代表肘部和手腕的单侧和双侧运动-一项初步研究

Zijun Wan, Dongrong Lai, Feixiao Ren, Weidong Chen, Kedi Xu
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引用次数: 0

摘要

手肘和手腕的运动指令通常来自对侧运动皮层。然而,同侧运动皮层也显示出相关反应,尽管缺乏直接联系。为了研究初级运动皮层(M1)神经元对双侧运动的活动,我们记录了单侧和双侧肘部和手腕运动的神经反应。皮质内电极阵列植入左M1区与肘部和肩部相关。然后研究了脑机接口(BCI)对双侧外骨骼的分类精度和控制的可能性。我们发现左M1神经元编码肘部和手腕的单侧和双侧运动。双侧运动编码模式与对侧运动的相关性大于同侧运动。此外,我们在在线实验中获得了较高的分类精度,并且发现参与者可以很好地控制外骨骼。
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The Primary Motor Cortex Represents Unilateral and Bilateral Movements of Elbows and Wrists – a Pilot Study
Motor commands for the elbow and wrist generally arise from contralateral motor cortex. However, ipsilateral motor cortex also shows correlated responses despite the lack of direct connection. To investigate the activities of primary motor cortex (M1) neurons to bilateral movements, we recorded neural responses to attempted unilateral and bilateral movements of elbows and wrists. The intracortical electrode arrays are implanted in left M1 area correlated with elbow and shoulder. Then we investigated the classification accuracy and the possibility of controlling bilateral exoskeletons through Brain-Computer Interface (BCI). We found left M1 neurons encode both unilateral and bilateral movements of both elbows and wrists. The bilateral movement encoding patterns were more correlated with contralateral movement than ipsilateral movement. In addition, we got high classification accuracy and found the participant can control exoskeletons well in online experiments.
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