4.7 Article

An Auditory-Tactile Visual Saccade-Independent P300 Brain-Computer Interface

期刊

出版社

WORLD SCIENTIFIC PUBL CO PTE LTD
DOI: 10.1142/S0129065716500015

关键词

Brain computer interface; P300 event-related potentials; bimodal stimuli; auditory; tactile

资金

  1. National Natural Science Foundation of China [61375117, 91320202, 91420302, 61420106001]
  2. National Basic Research Program of China [2011CB711003]
  3. Foundation of National Key Laboratory of Human Factors Engineering [HF2011-Z-Z-A-01]
  4. Natural Sciences and Engineering Research Council of Canada

向作者/读者索取更多资源

Most P300 event-related potential (ERP)-based brain-computer interface (BCI) studies focus on gaze shift-dependent BCIs, which cannot be used by people who have lost voluntary eye movement. However, the performance of visual saccade-independent P300 BCIs is generally poor. To improve saccade-independent BCI performance, we propose a bimodal P300 BCI approach that simultaneously employs auditory and tactile stimuli. The proposed P300 BCI is a vision-independent system because no visual interaction is required of the user. Specifically, we designed a direction-congruent bimodal paradigm by randomly and simultaneously presenting auditory and tactile stimuli from the same direction. Furthermore, the channels and number of trials were tailored to each user to improve online performance. With 12 participants, the average online information transfer rate (ITR) of the bimodal approach improved by 45.43% and 51.05% over that attained, respectively, with the auditory and tactile approaches individually. Importantly, the average online ITR of the bimodal approach, including the break time between selections, reached 10.77 bits/min. These findings suggest that the proposed bimodal system holds promise as a practical visual saccade-independent P300 BCI.

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