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在有限的预算下获取研究级别的 ERP:改良版 Emotiv 和商用 SynAmps EEG 系统的比较。

Acquiring research-grade ERPs on a shoestring budget: A comparison of a modified Emotiv and commercial SynAmps EEG system.

机构信息

Cognitive Neuroscience Unit, School of Psychology, Deakin University, Geelong, Victoria, Australia.

School of Health and Biomedical Sciences, Royal Melbourne Institute of Technology, Melbourne, Victoria, Australia.

出版信息

Psychophysiology. 2017 Sep;54(9):1393-1404. doi: 10.1111/psyp.12888. Epub 2017 May 12.

Abstract

This study compared the performance of a low-cost wireless EEG system to a research-grade EEG system on an auditory oddball task designed to elicit N200 and P300 ERP components. Participants were 15 healthy adults (6 female) aged between 19 and 40 (M = 28.56; SD = 6.38). An auditory oddball task was presented comprising 1,200 presentations of a standard tone interspersed by 300 trials comprising a deviant tone. EEG was simultaneously recorded from a modified Emotiv EPOC and a NeuroScan SynAmps RT EEG system. The modifications made to the Emotiv system included attaching research grade electrodes to the Bluetooth transmitter. Additional modifications enabled the Emotiv system to connect to a portable impedance meter. The cost of these modifications and portable impedance meter approached the purchase value of the Emotiv system. Preliminary analyses revealed significantly more trials were rejected from data acquired by the modified Emotiv compared to the SynAmps system. However, the ERP waveforms captured by the Emotiv system were found to be highly similar to the corresponding waveform from the SynAmps system. The latency and peak amplitude of N200 and P300 components were also found to be similar between systems. Overall, the results indicate that, in the context of an oddball task, the ERP acquired by a low-cost wireless EEG system can be of comparable quality to research-grade EEG acquisition equipment.

摘要

这项研究比较了一种低成本无线 EEG 系统和一种研究级 EEG 系统在设计用于引出 N200 和 P300 ERP 成分的听觉Oddball 任务中的性能。参与者为 15 名健康成年人(6 名女性),年龄在 19 岁至 40 岁之间(M=28.56;SD=6.38)。呈现了一个听觉Oddball 任务,包括 1200 个标准音的呈现,穿插着 300 个包含偏差音的试验。同时从修改后的 Emotiv EPOC 和 NeuroScan SynAmps RT EEG 系统记录 EEG。对 Emotiv 系统进行的修改包括将研究级电极连接到蓝牙发射器上。其他修改使 Emotiv 系统能够连接到便携式阻抗计。这些修改和便携式阻抗计的成本接近 Emotiv 系统的购买价值。初步分析显示,与 SynAmps 系统相比,从修改后的 Emotiv 系统获得的数据中被拒绝的试验明显更多。然而,发现 Emotiv 系统捕获的 ERP 波形与 SynAmps 系统的对应波形高度相似。N200 和 P300 成分的潜伏期和峰值幅度也在系统之间相似。总体而言,结果表明,在Oddball 任务的背景下,低成本无线 EEG 系统获得的 ERP 可以与研究级 EEG 采集设备具有相当的质量。

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