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Effectiveness of subject specific instruction on mu-based brain-computer interface training

机译:主题特定指令对亩基脑电脑界面训练的有效性

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Brain-computer interface (BCI) technology is a growing field, becoming a more viable aid for individuals who have lost voluntary motor control. The mu rhythm, a sensorimotor rhythm that is suppressed when one imagines motor activity (Event Related Desychronization [ERD]), has been particularly utilized in BCIs because of its potential for diverse applications. This study aimed to improve participants' BCI performance by giving them specific instructions for imagine motor behavior to improve their control over sustained mu power. Participants were provided with instructions that were either non-specific (NS), specific (SP), or participant specific (PS) to imagine motor behavior. The ability to control the strength of the mu rhythm was studied by using a simple feedback based paradigm and a novel BCI targeting game. The results showed that utilizing specific instructions for mu-based BCI systems can lead to decreased training time, increased BCI literacy, and enhanced control over mu-based BCI devices. These results suggest that instruction type can make mu-based BCI devices more accessible to individuals with impaired motor behavior.
机译:脑电脑界面(BCI)技术是一个不断增长的领域,成为丢失自愿电机控制的个人的更加可行的援助。 MU节奏,当一个人想象电机活动时被抑制的感觉电流节节奏(事件相关的下降学挑战[ERD]),因为它在BCIS中被占据了各种应用的可能性。本研究旨在通过为想象的电机行为提供特定说明来改善参与者的BCI绩效,以改善它们对持续穆力的控制。参与者提供了非特定(NS),特定(SP)或参与者特定(PS)的指令,以想象电机行为。通过使用基于简单的反馈的范式和新的BCI瞄准游戏,研究了控制MU节奏强度的能力。结果表明,利用对亩基BCI系统的具体说明,可以导致训练时间降低,增加BCI识字性,并增强了对基于MU的BCI设备的控制。这些结果表明,指令类型可以使MU的BCI设备更容易获得电机行为受损的个体。

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