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The Effect of Stimulus-Onset Asynchrony on Audiovisual Brain-Computer Interface System

机译:刺激发作异步对视听脑机接口系统的影响

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Recent years, researches on ERP-based brain computer interface (BCI) were increasingly popular. Visual and auditory based multimodal stimuli paradigms have attracted more and more attention, while studies on the effect of experimental parameters on system performance of them were rarely reported. This study aims at investigating the effects of stimulus-onset asynchrony (SOA) on audiovisual stimuli based BCI system. Therefore, paradigms with different SOA were conducted with long SOA (1000ms), medium SOA (500ms) and short SOA (200ms) paradigms. Visual stimuli paradigms, auditory stimuli paradigms and audiovisual bimodal stimuli paradigms were also included in the study of SOA effect on BCI system. Fifteen healthy subjects participated in the experiment. We analyzed event-related potential (ERP) of mono-visual paradigm and audiovisual paradigm. Results revealed that SOA has no significant effect discrimination of target and non-target stimuli. We found that there is little difference in the latencies of the early components among distinct paradigms, but the difference is reflected in the amplitude which is mainly related to the type of stimulus. This study could provide theoretical guidance for the design of new paradigms on audiovisual bimodal BCI system.
机译:近年来,基于ERP的脑计算机接口(BCI)的研究日益普及。基于视觉和听觉的多峰刺激范例已引起越来越多的关注,而关于实验参数对其系统性能的影响的研究则鲜有报道。这项研究旨在调查在基于视听刺激的BCI系统上的刺激发作异步(SOA)的影响。因此,使用长SOA(1000毫秒),中SOA(500毫秒)和短SOA(200毫秒)范例进行具有不同SOA的范例。视觉刺激范例,听觉刺激范例和视听双峰刺激范例也包括在SOA对BCI系统的影响研究中。十五名健康受试者参加了该实验。我们分析了单视觉范例和视听范例的事件相关电位(ERP)。结果表明,SOA对目标和非目标刺激均无明显影响。我们发现,在不同范例之间,早期分量的延迟几乎没有差异,但差异反映在振幅上,而振幅主要与刺激的类型有关。该研究可为视听双峰BCI系统的新范例设计提供理论指导。

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