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脑机接口操作的振动触觉反馈。

Vibrotactile feedback for brain-computer interface operation.

机构信息

Laboratory of Neuroelectrical Imaging and Brain Computer Interface, Fondazione Santa Lucia IRCCS, Via Ardeatina 306, 00179 Roma, Italy.

出版信息

Comput Intell Neurosci. 2007;2007:48937. doi: 10.1155/2007/48937.

Abstract

To be correctly mastered, brain-computer interfaces (BCIs) need an uninterrupted flow of feedback to the user. This feedback is usually delivered through the visual channel. Our aim was to explore the benefits of vibrotactile feedback during users' training and control of EEG-based BCI applications. A protocol for delivering vibrotactile feedback, including specific hardware and software arrangements, was specified. In three studies with 33 subjects (including 3 with spinal cord injury), we compared vibrotactile and visual feedback, addressing: (I) the feasibility of subjects' training to master their EEG rhythms using tactile feedback; (II) the compatibility of this form of feedback in presence of a visual distracter; (III) the performance in presence of a complex visual task on the same (visual) or different (tactile) sensory channel. The stimulation protocol we developed supports a general usage of the tactors; preliminary experimentations. All studies indicated that the vibrotactile channel can function as a valuable feedback modality with reliability comparable to the classical visual feedback. Advantages of using a vibrotactile feedback emerged when the visual channel was highly loaded by a complex task. In all experiments, vibrotactile feedback felt, after some training, more natural for both controls and SCI users.

摘要

为了正确掌握,脑机接口(BCIs)需要向用户提供不间断的反馈。这种反馈通常通过视觉通道提供。我们的目的是探索在基于 EEG 的 BCI 应用程序的用户训练和控制过程中使用振动触觉反馈的好处。我们指定了一个用于提供振动触觉反馈的协议,包括特定的硬件和软件安排。在三项涉及 33 名受试者(包括 3 名脊髓损伤患者)的研究中,我们比较了振动触觉和视觉反馈,解决了以下问题:(I)受试者使用触觉反馈训练以掌握其 EEG 节律的可行性;(II)在存在视觉干扰的情况下,这种反馈形式的兼容性;(III)在相同(视觉)或不同(触觉)感觉通道上执行复杂视觉任务时的性能。我们开发的刺激协议支持使用广泛的振动触觉器;初步实验。所有研究均表明,振动触觉通道可以作为一种有价值的反馈方式,其可靠性可与经典的视觉反馈相媲美。当视觉通道受到复杂任务的高度负载时,使用振动触觉反馈的优势就显现出来了。在所有实验中,经过一些训练后,振动触觉反馈对控制组和 SCI 使用者来说都感觉更加自然。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/625f/2267023/041058ba29fe/CIN2007-48937.001.jpg

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