Black Christopher, Voigts Jakob, Agrawal Uday, Ladow Max, Santoyo Juan, Moore Christopher, Jones Stephanie
Center for Biomedical Engineering, Brown University, Providence, RI, United States of America.
J Neural Eng. 2017 Jun;14(3):035002. doi: 10.1088/1741-2552/aa651f. Epub 2017 Mar 7.
Electroencephalography (EEG) offers a unique opportunity to study human neural activity non-invasively with millisecond resolution using minimal equipment in or outside of a lab setting. EEG can be combined with a number of techniques for closed-loop experiments, where external devices are driven by specific neural signals. However, reliable, commercially available EEG systems are expensive, often making them impractical for individual use and research development. Moreover, by design, a majority of these systems cannot be easily altered to the specification needed by the end user. We focused on mitigating these issues by implementing open-source tools to develop a new EEG platform to drive down research costs and promote collaboration and innovation.
Here, we present methods to expand the open-source electrophysiology system, Open Ephys (www.openephys.org), to include human EEG recordings. We describe the equipment and protocol necessary to interface various EEG caps with the Open Ephys acquisition board, and detail methods for processing data. We present applications of Open Ephys + EEG as a research tool and discuss how this innovative EEG technology lays a framework for improved closed-loop paradigms and novel brain-computer interface experiments.
The Open Ephys + EEG system can record reliable human EEG data, as well as human EMG data. A side-by-side comparison of eyes closed 8-14 Hz activity between the Open Ephys + EEG system and the Brainvision ActiCHamp EEG system showed similar average power and signal to noise.
Open Ephys + EEG enables users to acquire high-quality human EEG data comparable to that of commercially available systems, while maintaining the price point and extensibility inherent to open-source systems.
脑电图(EEG)提供了一个独特的机会,可在实验室环境内外使用最少的设备以毫秒级分辨率非侵入性地研究人类神经活动。EEG可与多种技术相结合用于闭环实验,即外部设备由特定神经信号驱动。然而,可靠的商用EEG系统价格昂贵,这通常使其对于个人使用和研究开发而言不切实际。此外,从设计上来说,这些系统中的大多数都无法轻易按照最终用户的需求进行更改。我们专注于通过实施开源工具来开发新的EEG平台,以降低研究成本并促进合作与创新,从而缓解这些问题。
在此,我们展示了扩展开源电生理系统Open Ephys(www.openephys.org)以纳入人类EEG记录的方法。我们描述了将各种EEG帽与Open Ephys采集板连接所需的设备和协议,并详细介绍了数据处理方法。我们展示了Open Ephys + EEG作为研究工具的应用,并讨论了这种创新的EEG技术如何为改进闭环范式和新型脑机接口实验奠定框架。
Open Ephys + EEG系统能够记录可靠的人类EEG数据以及人类肌电图(EMG)数据。Open Ephys + EEG系统与Brainvision ActiCHamp EEG系统之间对闭眼状态下8 - 14赫兹活动的并排比较显示,平均功率和信噪比相似。
Open Ephys + EEG使用户能够获取与商用系统相当的高质量人类EEG数据,同时保持开源系统固有的价格优势和可扩展性。