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基于振动触觉 P300 的意识检测和交流脑-机接口。

A vibrotactile p300-based brain-computer interface for consciousness detection and communication.

机构信息

University of Liège, Liège, Belgium.

出版信息

Clin EEG Neurosci. 2014 Jan;45(1):14-21. doi: 10.1177/1550059413505533. Epub 2014 Jan 10.

Abstract

Brain-computer interface (BCI) has been used for many years for communication in severely disabled patients. BCI based on electrophysiological signals has enabled communication, using auditory or visual stimuli to elicit event-related potentials (ERPs). The aim of this study was to determine whether patients with locked-in syndrome (LIS) could elicit a P300 wave, using a vibrotactile oddball paradigm for establishing somatosensory BCI-based communication. Six chronic LIS patients performed 2 electroencephalography (EEG)-based vibrotactile P300 oddball tasks. After a simple mental counting task of the target stimuli, participants were instructed to answer 5 questions by counting the vibration on either the right wrist for "yes" or the left wrist for "no." All participants were able to elicit a P300 wave using the vibrotactile oddball paradigm BCI task. In the counting task, 4 patients got accuracies of 100% (average above chance). In the communication task, one patient achieved 100% accuracy (average above chance). We have shown the feasibility of eliciting a P300 response using vibrotactile stimulation in patients with LIS. The present study provides evidence that this approach can be used for EEG-based BCI communications in this patient group. This is the first study to prove the feasibility of a BCI based on somatosensory (vibratory) stimulation in a group of brain-injured patients. Furthermore, this approach could be used for the detection of consciousness in non-communicating patients due to severe brain injuries.

摘要

脑-机接口(BCI)已经被用于严重残疾患者的通信多年。基于电生理信号的 BCI 已经可以使用听觉或视觉刺激来引发事件相关电位(ERP)进行通信。本研究旨在确定闭锁综合征(LIS)患者是否可以通过使用振动触觉Oddball 范式来引发 P300 波,从而建立基于体感的 BCI 通信。6 名慢性 LIS 患者进行了 2 次基于脑电图(EEG)的振动触觉 P300 Oddball 任务。在对目标刺激进行简单的心理计数任务后,参与者被指示通过计数右侧手腕上的振动来回答 5 个问题,“是”为右手,“否”为左手。所有参与者都能够使用振动触觉Oddball 范式 BCI 任务引发 P300 波。在计数任务中,有 4 名患者的准确率达到 100%(平均超过机会)。在通信任务中,有 1 名患者的准确率达到 100%(平均超过机会)。我们已经证明了在 LIS 患者中使用振动刺激引发 P300 反应的可行性。本研究提供了证据表明,这种方法可用于该患者群体基于脑电图的 BCI 通信。这是第一项证明基于体感(振动)刺激的 BCI 在一组脑损伤患者中可行的研究。此外,由于严重的脑损伤,这种方法可用于检测非交流患者的意识。

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