优化 SSVEP-BCI 系统的用户体验。

4区 医学 Q3 Neuroscience Progress in brain research Pub Date : 2024-01-01 Epub Date: 2024-06-06 DOI:10.1016/bs.pbr.2024.05.010
Chih-Tsung Chang, Kai-Jun Pai, Chun-Hui Huang, Chia-Yi Chou, Kun-Wei Liu, Hong-Bo Lin
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引用次数: 0

摘要

脑机接口(BCI)技术的出现为人类医疗和日常应用提供了巨大的潜力。因此,让用户能够长时间忍受 SSVEP 的视觉反应一直是 SSVEP-BCI 系统的一个重要问题。我们招募了三名受试者,使用不同频率(17 和 25Hz)和 60Hz 的光线分组进行视觉实验。记录生理信号后,使用 FFT 对生理信号进行时频分析,检测 60Hz 光源与单一低频信号源相比,在信噪比和振幅上是否存在差异。结果表明,将 60Hz 光源与低频 LED 结合使用,既能减少参与者眼睛的不适感,又能实现有效的光刺激控制。同时,两组之间的信噪比和振幅没有明显差异。这也意味着,60Hz 可以使视觉更加连续,改善受试者的体验和舒适度。同时,它不会影响原始 SSVEP 诱导反应的性能。本研究强调了在设计 SSVEP-BCI 系统时考虑技术方面和用户舒适度的重要性,以提高 SSVEP 系统在长期观看闪光时的可用性。
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Optimizing user experience in SSVEP-BCI systems.

The emergence of brain-computer interface (BCI) technology provides enormous potential for human medical and daily applications. Therefore, allowing users to tolerate the visual response of SSVEP for a long time has always been an important issue in the SSVEP-BCI system. We recruited three subjects and conducted visual experiments in groups using different frequencies (17 and 25Hz) and 60Hz light. After recording the physiological signal, use FFT to perform a time-frequency analysis on the physiological signal to check whether there is any difference in the signal-to-noise ratio and amplitude of the 60Hz light source compared with a single low-frequency signal source. The results show that combining a 60Hz light source with low-frequency LEDs can reduce participants' eye discomfort while achieving effective light stimulation control. At the same time, there was no significant difference in signal-to-noise ratio and amplitude between the groups. This also means that 60Hz can make vision more continuous and improve the subject's experience and comfort. At the same time, it does not affect the performance of the original SSVEP-induced response. This study highlights the importance of considering technical aspects and user comfort when designing SSVEP-BCI systems to increase the usability of SSVEP systems for long-term flash viewing.

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来源期刊
Progress in brain research
Progress in brain research 医学-神经科学
CiteScore
5.20
自引率
0.00%
发文量
174
审稿时长
6-12 weeks
期刊介绍: Progress in Brain Research is the most acclaimed and accomplished series in neuroscience. The serial is well-established as an extensive documentation of contemporary advances in the field. The volumes contain authoritative reviews and original articles by invited specialists. The rigorous editing of the volumes assures that they will appeal to all laboratory and clinical brain research workers in the various disciplines: neuroanatomy, neurophysiology, neuropharmacology, neuroendocrinology, neuropathology, basic neurology, biological psychiatry and the behavioral sciences.
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