Simultaneous and independent control of a brain-computer interface and contralateral limb movement.

IF 1.8 Q3 ENGINEERING, BIOMEDICAL
Brain-Computer Interfaces Pub Date : 2015-01-01 Epub Date: 2015-09-14 DOI:10.1080/2326263X.2015.1080961
Ivana Milovanovic, Robert Robinson, Eberhard E Fetz, Chet T Moritz
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引用次数: 18

Abstract

Toward expanding the population of potential BCI users to the many individuals with lateralized cortical stroke, here we examined whether the cortical hemisphere controlling ongoing movements of the contralateral limb can simultaneously generate signals to control a BCI. A monkey was trained to perform a simultaneous BCI and manual control task designed to test whether one hemisphere could effectively differentiate its output and provide independent control of two tasks. Pairs of well-isolated single units were used to control a BCI cursor in one dimension, while isometric wrist torque of the contralateral forelimb controlled the cursor in a second dimension. The monkey could independently modulate cortical units and contralateral wrist torque regardless of the strength of directional tuning of the units controlling the BCI. When the presented targets required explicit decoupling of unit activity and wrist torque, directionally tuned units exhibited significantly less efficient cursor trajectories compared to when unit activity and wrist torque could remain correlated. The results indicate that neural activity from a single hemisphere can be effectively decoupled to simultaneously control a BCI and ongoing limb movement, suggesting that BCIs may be a viable future treatment for individuals with lateralized cortical stroke.

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脑机接口和对侧肢体运动的同时和独立控制。
为了将脑机接口的潜在使用人群扩大到许多侧侧皮质卒中患者,我们研究了控制对侧肢体持续运动的皮质半球是否可以同时产生信号来控制脑机接口。一只猴子被训练同时执行脑机接口和手动控制任务,旨在测试一个半球是否能够有效地区分其输出并独立控制两个任务。一对隔离良好的单个单元在一个维度上控制BCI光标,而对侧前肢的等距手腕扭矩在第二个维度上控制光标。猴子可以独立调节皮质单元和对侧手腕扭矩,而不考虑控制脑机接口的单元的定向调谐强度。当提出的目标需要明确解耦单元活动和手腕扭矩时,与单元活动和手腕扭矩保持相关时相比,方向调谐单元的光标轨迹效率明显降低。结果表明,来自一个半球的神经活动可以有效地解耦,同时控制脑机接口和正在进行的肢体运动,这表明脑机接口可能是未来治疗偏侧皮质卒中患者的可行方法。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.00
自引率
9.50%
发文量
14
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