基于振动触觉生物反馈的脑机接口操作

A. Chatterjee, V. Aggarwal, A. Ramos, S. Acharya, N. Thakor
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引用次数: 4

摘要

脑机接口(BCI)的进步将需要触觉反馈通道的整合,为神经假肢等应用增加额外的感觉维度。据我们所知,以前的脑机接口依赖于以计算机界面或设备的形式向用户提供视觉生物反馈。这项研究表明,仅使用振动触觉生物反馈操作脑机接口是可能的。我们的研究结果表明,在一维瞄准任务中,受试者能够使用振动触觉反馈来控制脑机接口,准确率高达72%。我们还发现,在左右二头肌之间的不同位置的振动刺激引入了准确度数据的显著偏差。为了弥补振动或其他触觉反馈方式的使用,进一步的工作将导致适合神经假体控制的新型脑机接口的发展。
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Operation of a Brain-Computer Interface Using Vibrotactile Biofeedback
Advances in brain-computer interfaces (BCI) will require the integration of haptic feedback channels to add extra sensory dimensions for applications such as neuroprostheses. To the best of our knowledge, previous BCIs have relied on visual biofeedback to the user in the form of a computer interface or a device. This study demonstrates that it is possible to operate a BCI using only vibrotactile biofeedback. Our results show that subjects are able to use vibrotactile feedback to control the BCI with accuracy as high as 72% for a 1D targeting task. We also found that varying placement of the vibratory stimulation between the left and right biceps introduces a significant bias in accuracy figures. Further work to compensate for the use of vibratory or other haptic feedback modalities will lead to the development of novel BCIs suitable for neuroprosthesis control.
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