Institute of Psychology, University of Würzburg, Marcusstr. 9-11, 97070 Würzburg, Germany.
Clin Neurophysiol. 2013 May;124(5):893-900. doi: 10.1016/j.clinph.2012.11.006. Epub 2012 Dec 14.
Recently, we proposed a new stimulation paradigm for brain computer interfaces (BCI) based on event-related potentials (ERP), i.e. flashing characters with superimposed pictures of well-known faces. This new face flashing (FF) paradigm significantly outperformed the commonly used character flashing (CF) approach, i.e. simply highlighting characters.
In the current study we assessed the impact of face stimuli on BCI inefficiency in patients with neurodegenerative disease, i.e. on their inability to communicate by means of a BCI. Healthy participants (N = 16) and those with neurodegenerative disease (N = 9) performed spelling tasks using CF and FF paradigms.
Online performance with FF was significantly increased as compared to CF in both, healthy and impaired users. Importantly, two patients who were classified "highly inefficient" with the classic CF stimulation were able to spell with high accuracy using FF. Our results particularly emphasize great benefit of the FF paradigm for those users displaying low signal-to-noise ratio of the recorded ERPs in the classic stimulation approach.
In conclusion, we confirm previously reported results now systematically validated in an online setting and display specifically beneficial effects of FF for motor-impaired users.
The FF paradigm thus constitutes a big step forward against the BCI inefficiency phenomenon.
最近,我们提出了一种新的基于事件相关电位(ERP)的脑机接口(BCI)刺激范式,即叠加著名面孔图片的闪烁字符。与常用的字符闪烁(CF)方法相比,这种新的面孔闪烁(FF)范式显著提高了性能,即简单地突出显示字符。
在当前研究中,我们评估了面孔刺激对神经退行性疾病患者 BCI 效率低下的影响,即他们无法通过 BCI 进行交流的能力。健康参与者(N=16)和神经退行性疾病患者(N=9)使用 CF 和 FF 范式进行拼写任务。
与 CF 相比,FF 在健康和受损用户中均显著提高了在线表现。重要的是,在经典 CF 刺激下被归类为“高度低效”的两名患者能够使用 FF 进行高精度拼写。我们的结果特别强调了 FF 范式对于那些在经典刺激方法中记录的 ERP 信号噪声比低的用户的巨大益处。
总之,我们确认了之前在线下环境中进行的有报道结果,并显示了 FF 对运动受损用户的特殊有益影响。
因此,FF 范式是克服 BCI 效率低下现象的一大进步。