期刊
CLINICAL NEUROPHYSIOLOGY
卷 125, 期 11, 页码 2297-2304出版社
ELSEVIER IRELAND LTD
DOI: 10.1016/j.clinph.2014.03.005
关键词
Somatosensory evoked potentials; Visual evoked potentials; BCI; EEG; Attention; ALS
资金
- Brain-Gain Smart Mix Programme of the Netherlands Ministry of Economic Affairs
- Netherlands Ministry of Education, Culture and Science
Objective: Brain-computer interfaces (BCI) tested in patients often are gaze-dependent, while these intended users could possibly lose the ability to focus their gaze. Therefore, a visual and a tactile gaze-independent spelling system were investigated. Methods: Five patients with amyotrophic lateral sclerosis (ALS) tested a visual Hex-o-Spell and a tactile speller. Six healthy participants were also included, mainly to evaluate the tactile stimulators. Results: A significant attentional modulation was seen in the P300 for the Hex-o-Spell and in the N2 for the tactile speller. Average on-line classification performance for selecting a step in the speller was above chance level (17%) for both spellers. However, average performance was higher for the Hex-o-Spell (88% and 85% for healthy participants and patients, respectively) than for the tactile speller (56% and 53%, respectively). Likewise, bitrates were higher for the Hex-o-Spell compared with the tactile speller, and in the subjective usability a preference for the Hex-o-Spell was found. Conclusions: The Hex-o-Spell outperformed the tactile speller in classification performance, bit rate and subjective usability. Significance: This is the first study showing the possible use of tactile and visual gaze-independent BCI spelling systems by ALS patients with mild to moderate disabilities. (C) 2014 International Federation of Clinical Neurophysiology. Published by Elsevier Ireland Ltd. All rights reserved.
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