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脑机接口中的控制-显示映射。

Control-display mapping in brain-computer interfaces.

机构信息

Department of Information and Computing Sciences, Utrecht University, Utrecht, The Netherlands.

出版信息

Ergonomics. 2012;55(5):564-80. doi: 10.1080/00140139.2012.661085. Epub 2012 Apr 16.

DOI:10.1080/00140139.2012.661085
PMID:22506977
Abstract

UNLABELLED

Event-related potential (ERP) based brain-computer interfaces (BCIs) employ differences in brain responses to attended and ignored stimuli. When using a tactile ERP-BCI for navigation, mapping is required between navigation directions on a visual display and unambiguously corresponding tactile stimuli (tactors) from a tactile control device: control-display mapping (CDM). We investigated the effect of congruent (both display and control horizontal or both vertical) and incongruent (vertical display, horizontal control) CDMs on task performance, the ERP and potential BCI performance. Ten participants attended to a target (determined via CDM), in a stream of sequentially vibrating tactors. We show that congruent CDM yields best task performance, enhanced the P300 and results in increased estimated BCI performance. This suggests a reduced availability of attentional resources when operating an ERP-BCI with incongruent CDM. Additionally, we found an enhanced N2 for incongruent CDM, which indicates a conflict between visual display and tactile control orientations.

PRACTITIONER SUMMARY

Incongruency in control-display mapping reduces task performance. In this study, brain responses, task and system performance are related to (in)congruent mapping of command options and the corresponding stimuli in a brain-computer interface (BCI). Directional congruency reduces task errors, increases available attentional resources, improves BCI performance and thus facilitates human-computer interaction.

摘要

目的:事件相关电位(ERP)脑-机接口(BCI)利用大脑对注意和忽略刺激的反应差异。在使用触觉 ERP-BCI 进行导航时,需要在视觉显示器上的导航方向与来自触觉控制设备的明确对应触觉刺激(触觉器)之间进行映射:控制-显示映射(CDM)。我们研究了一致(显示器和控制均水平或均垂直)和不一致(显示器垂直,控制水平)CDM 对任务表现、ERP 和潜在 BCI 性能的影响。十名参与者关注一个目标(通过 CDM 确定),该目标在一系列依次振动的触觉器流中。我们表明,一致的 CDM 可获得最佳任务表现,增强 P300,并导致估计的 BCI 性能提高。这表明当使用不一致的 CDM 操作 ERP-BCI 时,注意力资源的可用性降低。此外,我们发现不一致的 CDM 会产生增强的 N2,这表明视觉显示和触觉控制方向之间存在冲突。

总结:控制-显示映射的不一致会降低任务表现。在这项研究中,脑反应、任务和系统性能与脑-机接口(BCI)中命令选项及其对应刺激的(不)一致映射相关。方向一致性可减少任务错误,增加可用注意力资源,提高 BCI 性能,从而促进人机交互。

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