干扰对机械臂脑机接口控制的影响

IF 1.8 Q3 ENGINEERING, BIOMEDICAL Brain-Computer Interfaces Pub Date : 2021-01-31 DOI:10.1101/2021.01.28.21250556
M. Guthrie, Angelica J. Herrera, J. Downey, Lucas Brane, M. Boninger, J. Collinger
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引用次数: 1

摘要

这是一项实验性设备观察性试验,目的是评估分心对皮质内脑机接口(BCI)性能的影响。两名四肢瘫痪患者将微电极阵列植入他们的运动皮层,用于皮质内脑机接口安全性和性能的试验。主要任务是在不同的次要分心条件下,在两个目标之间尽可能快地移动机械臂。主要结局包括获得的目标、路径效率和主观难度。在有或没有干扰的情况下,受试者获得的目标数量没有差异。除受试者P2的运动分心外,所有条件下的中位路径效率相似(范围:0.766-0.846),其中中位路径效率降至0.675 (p = 0.033, Mann-Whitney U检验)。两名受试者都认为,在有干扰和没有干扰的情况下,任务的总体难度都很低。总的来说,皮质内脑机接口的表现对各种干扰都是稳健的。
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The Impact of Distractions on Intracortical Brain-Computer Interface Control of a Robotic Arm
This was an investigational device observational trial with the objective to evaluate the impact of distractions on intracortical brain-computer interface (BCI) performance. Two individuals with tetraplegia had microelectrode arrays implanted into their motor cortex for trials of intracortical BCI safety and performance. The primary task was moving a robotic arm between two targets as quickly as possible, performed alone and with various secondary distraction conditions. Primary outcomes included targets acquired, path efficiency, and subjective difficulty. There was no difference in the number of targets acquired for either subject with or without distractions. Median path efficiency was similar across all conditions (range: 0.766-0.846) except the motor distraction for Subject P2, where the median path efficiency dropped to 0.675 (p = 0.033, Mann-Whitney U test). Both subjects rated the overall difficulty of the task with and without distractions as low. Overall, intracortical BCI performance was robust to various distractions.
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来源期刊
CiteScore
4.00
自引率
9.50%
发文量
14
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