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A Novel Auditory-tactile P300-based BCI Paradigm

机译:基于P300的新型听觉​​触觉BCI范例

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Spelling is an important application of braincomputer interface (BCI). However, the visual saccade-independent P300 BCI spellers generally are not suited for widespread use by people who have lost voluntary eye movement due to their poor performance. In this study, we propose a novel P300 BCI paradigm for spelling through auditory-tactile bimodal stimuli. The target number of speller is increased and thus the information transfer rate (ITR) is improved. Specifically, a BCI speller with 36 selectable items was developed by simultaneously and randomly presenting auditory and tactile stimuli from same one of six directions. With six participants, the average simulated online ITR of the bimodal-stimulus-BCI system increased by 30% and 34% compared with the auditory and tactile approach, respectively. These findings suggest the proposed bimodal BCI paradigm is exceedingly efficient, which is promising for achieving quick spelling in visual saccade-independent P300-BCI application.
机译:拼写是脑机接口(BCI)的重要应用。但是,与视觉扫视无关的P300 BCI拼写器通常不适合因表现不佳而失去自愿的眼球运动的人广泛使用。在这项研究中,我们提出了一种新颖的P300 BCI范例,用于通过听觉-双触觉刺激进行拼写。拼写器的目标数量增加,从而提高了信息传输率(ITR)。具体来说,通过同时从六个方向之一同时随机呈现听觉和触觉刺激,开发了具有36个可选项目的BCI拼写器。与听觉和触觉方法相比,有六名参与者,双峰刺激-BCI系统的平均模拟在线ITR分别增加了30%和34%。这些发现表明,提出的双峰BCI范例非常有效,这有望在独立于视觉扫视的P300-BCI应用中实现快速拼写。

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