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An optimized facial stimuli paradigm for hybrid SSVEP+P300 brain computer interface

机译:用于混合SSVEP + P300脑计算机接口的优化的面部刺激范例

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In this paper, hybrid BCI that merges Event Related Potentials (P300) and Steady State visual Evoked Potentials (SSVEP) simultaneously is proposed to enhance the performance of Four-choice command system. Here we integrate human facial structure in external visual stimulus to evoke stronger cortical responses in hybrid SSVEP+P300 BCI & compare it with non-face stimuli. We also addressed question of feasibility of eliciting one potential by face & other by non-face stimuli. To evoke SSVEP & P300 responses, paradigms with non-face stimuli, neutral face stimuli, and facial expression changes stimuli are proposed. We also projected additional paradigm where SSVEP is elicited by non-face and P300 by flashing different facial expressions. Results proved the last paradigm evoke stronger cortical potentials and thereby improve system accuracy and ITR than other paradigms. Author discussed external stimulus parameters that might affect simultaneous evocation of multiple brain potentials and their deterioration effect on individual potentials. (C) 2019 Elsevier B.V. All rights reserved.
机译:本文提出了一种将事件相关电位(P300)和稳态视觉诱发电位(SSVEP)同时融合的混合BCI,以增强四选命令系统的性能。在这里,我们将人脸结构整合到外部视觉刺激中,以在混合SSVEP + P300 BCI中引起更强的皮层反应,并将其与非脸部刺激进行比较。我们还讨论了通过面部刺激和通过非面部刺激激发一个潜能的可行性问题。为了引起SSVEP和P300响应,提出了具有非面部刺激,中性面部刺激和面部表情变化刺激的范例。我们还预测了其他范式,其中通过闪现不同的面部表情,由非面部和P300引起SSVEP。结果证明,最后一个范例可以激发更强的皮层电势,从而比其他范例提高了系统准确性和ITR。作者讨论了可能会同时激发多个脑电势及其对单个电势的恶化影响的外部刺激参数。 (C)2019 Elsevier B.V.保留所有权利。

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