Ganin I P, Shishkin S L, Kochetova A G, Kaplan A Ia
Fiziol Cheloveka. 2012 Mar-Apr;38(2):5-13.
The P300 brain-computer interface (BCI) is currently the most efficient BCI. This interface is based on detection of the P300 wave of the brain potentials evoked when a symbol related to the intended input is highlighted. To increase operation speed of the P300 BCI, reduction of the number of stimuli repetitions is needed. This reduction leads to increase of the relative contribution to the input symbol detection from the reaction to the first target stimulus. It is known that the event-related potentials (ERP) to the first stimulus presentations can be different from the ERP to stimuli presented latter. In particular, the amplitude of responses to the first stimulus presentations is often increased, which is beneficial for their recognition by the BCI. However, this effect was not studied within the BCI framework. The current study examined the ERP obtained from healthy participants (n = 14) in the standard P300 BCI paradigm using 10 trials, as well as in the modified P300 BCI with stimuli presented on moving objects in triple-trial (n = 6) and single-trial (n = 6) stimulation modes. Increased ERP amplitude was observed in response to the first target stimuli in both conditions, as well as in the single-trial mode comparing to triple-trial. We discuss the prospects of using the specific features of the ERP to first stimuli and the single-trial ERP for optimizing the high-speed modes in the P300 BCIs.
P300脑机接口(BCI)是目前效率最高的BCI。该接口基于对当与预期输入相关的符号被突出显示时诱发的脑电P300波的检测。为了提高P300 BCI的操作速度,需要减少刺激重复次数。这种减少导致对第一个目标刺激反应对输入符号检测的相对贡献增加。已知对第一个刺激呈现的事件相关电位(ERP)可能与对后续呈现刺激的ERP不同。特别是,对第一个刺激呈现的反应幅度通常会增加,这有利于BCI对它们的识别。然而,这种效应在BCI框架内尚未得到研究。本研究在标准P300 BCI范式中对14名健康参与者进行了10次试验,以及在改进的P300 BCI中,分别采用三刺激试验(n = 6)和单刺激试验(n = 6)模式,对在移动物体上呈现刺激时获得的ERP进行了检测。在两种条件下,以及与三刺激试验相比的单刺激试验模式下,均观察到对第一个目标刺激的ERP幅度增加。我们讨论了利用对第一个刺激的ERP和单刺激ERP的特定特征来优化P300 BCI高速模式的前景。