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基于 RSVP 的视觉 ERP 脑-机接口中刺激大小的影响。

Effect of Stimulus Size in a Visual ERP-Based BCI under RSVP.

机构信息

Departamento de Tecnología Electrónica, Universidad de Málaga, 29071 Malaga, Spain.

出版信息

Sensors (Basel). 2022 Dec 5;22(23):9505. doi: 10.3390/s22239505.

Abstract

Rapid serial visual presentation (RSVP) is currently one of the most suitable paradigms for use with a visual brain-computer interface based on event-related potentials (ERP-BCI) by patients with a lack of ocular motility. However, gaze-independent paradigms have not been studied as closely as gaze-dependent ones, and variables such as the sizes of the stimuli presented have not yet been explored under RSVP. Hence, the aim of the present work is to assess whether stimulus size has an impact on ERP-BCI performance under the RSVP paradigm. Twelve participants tested the ERP-BCI under RSVP using three different stimulus sizes: small (0.1 × 0.1 cm), medium (1.9 × 1.8 cm), and large (20.05 × 19.9 cm) at 60 cm. The results showed significant differences in accuracy between the conditions; the larger the stimulus, the better the accuracy obtained. It was also shown that these differences were not due to incorrect perception of the stimuli since there was no effect from the size in a perceptual discrimination task. The present work therefore shows that stimulus size has an impact on the performance of an ERP-BCI under RSVP. This finding should be considered by future ERP-BCI proposals aimed at users who need gaze-independent systems.

摘要

快速序列视觉呈现(RSVP)是目前最适合用于基于事件相关电位(ERP-BCI)的、眼球运动缺失的患者的视觉脑机接口的范式之一。然而,与依赖注视的范式相比,非注视依赖范式并没有被如此密切地研究,并且在 RSVP 下,呈现的刺激物大小等变量尚未得到探索。因此,本研究的目的是评估在 RSVP 范式下,刺激物大小是否会对 ERP-BCI 的性能产生影响。12 名参与者使用三种不同的刺激大小(小(0.1×0.1cm)、中(1.9×1.8cm)和大(20.05×19.9cm)在 60cm 处)在 RSVP 下测试了 ERP-BCI。结果表明,在不同条件下,准确性存在显著差异;刺激物越大,获得的准确性越好。此外,还表明这些差异不是由于对刺激物的不正确感知所致,因为在感知辨别任务中,刺激物的大小没有影响。因此,本研究表明,在 RSVP 下,刺激物大小会对 ERP-BCI 的性能产生影响。未来旨在为需要非注视依赖系统的用户开发 ERP-BCI 时应考虑这一发现。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b5c/9741214/1058d94f2177/sensors-22-09505-g001.jpg

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