Suppr超能文献

使用开放式硬件低成本 EEG 放大器可以记录人类刺激诱导的窄带伽马振荡。

Stimulus-induced narrow-band gamma oscillations in humans can be recorded using open-hardware low-cost EEG amplifier.

机构信息

Centre for Neuroscience, Indian Institute of Science, Bengaluru, India.

出版信息

PLoS One. 2023 Jan 23;18(1):e0279881. doi: 10.1371/journal.pone.0279881. eCollection 2023.

Abstract

Stimulus-induced narrow-band gamma oscillations (30-70 Hz) in human electro-encephalograph (EEG) have been linked to attentional and memory mechanisms and are abnormal in mental health conditions such as autism, schizophrenia and Alzheimer's Disease. However, since the absolute power in EEG decreases rapidly with increasing frequency following a "1/f" power law, and the gamma band includes line noise frequency, these oscillations are highly susceptible to instrument noise. Previous studies that recorded stimulus-induced gamma oscillations used expensive research-grade EEG amplifiers to address this issue. While low-cost EEG amplifiers have become popular in Brain Computer Interface applications that mainly rely on low-frequency oscillations (< 30 Hz) or steady-state-visually-evoked-potentials, whether they can also be used to measure stimulus-induced gamma oscillations is unknown. We recorded EEG signals using a low-cost, open-source amplifier (OpenBCI) and a traditional, research-grade amplifier (Brain Products GmbH), both connected to the OpenBCI cap, in male (N = 6) and female (N = 5) subjects (22-29 years) while they viewed full-screen static gratings that are known to induce two distinct gamma oscillations: slow and fast gamma, in a subset of subjects. While the EEG signals from OpenBCI were considerably noisier, we found that out of the seven subjects who showed a gamma response in Brain Products recordings, six showed a gamma response in OpenBCI as well. In spite of the noise in the OpenBCI setup, the spectral and temporal profiles of these responses in alpha (8-13 Hz) and gamma bands were highly correlated between OpenBCI and Brain Products recordings. These results suggest that low-cost amplifiers can potentially be used in stimulus-induced gamma response detection.

摘要

刺激诱导的人脑电图(EEG)中的窄带伽马振荡(30-70 Hz)与注意力和记忆机制有关,并且在精神健康状况(如自闭症、精神分裂症和阿尔茨海默病)中异常。然而,由于 EEG 的绝对功率随着频率的增加按照“1/f”幂律快速下降,并且伽马带包括线路噪声频率,因此这些振荡非常容易受到仪器噪声的影响。以前记录刺激诱导的伽马振荡的研究使用昂贵的研究级 EEG 放大器来解决这个问题。虽然低成本 EEG 放大器在主要依赖低频振荡(<30 Hz)或稳态视觉诱发电位的脑机接口应用中变得流行,但它们是否也可用于测量刺激诱导的伽马振荡尚不清楚。我们使用低成本、开源放大器(OpenBCI)和传统的研究级放大器(Brain Products GmbH)记录了男性(N=6)和女性(N=5)受试者(22-29 岁)的 EEG 信号,这些受试者都戴着 OpenBCI 帽,同时观看全屏静态光栅,已知这些光栅会在一部分受试者中引起两种不同的伽马振荡:慢波和快波。虽然 OpenBCI 的 EEG 信号噪声大得多,但我们发现,在 Brain Products 记录中显示伽马反应的七个受试者中,有六个也在 OpenBCI 中显示了伽马反应。尽管 OpenBCI 装置存在噪声,但在 OpenBCI 和 Brain Products 记录之间,这些在 alpha(8-13 Hz)和伽马频段中的响应的频谱和时频特性高度相关。这些结果表明,低成本放大器有可能用于刺激诱导的伽马响应检测。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/d47d/9870151/65c391750492/pone.0279881.g001.jpg

文献AI研究员

20分钟写一篇综述,助力文献阅读效率提升50倍。

立即体验

用中文搜PubMed

大模型驱动的PubMed中文搜索引擎

马上搜索

文档翻译

学术文献翻译模型,支持多种主流文档格式。

立即体验