低成本移动脑电图表征皮层听觉反应

Bathiya Senevirathna, Lauren Berman, Nicola Bertoni, Fabio Pareschi, Mauro Mangia, R. Rovatti, G. Setti, J. Simon, P. Abshire
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引用次数: 6

摘要

我们报告了一个低成本的移动脑电图系统表征皮层听觉反应。该系统使用商用现成组件,每个组件的成本不到200美元。它测量七个EEG通道和一个音频通道(仅包络),并通过蓝牙将数据传输到外部设备。为了支持使用压缩感知的局部信号压缩,研究了一种新的实现方法。同时,它提供了一种低成本的解决方案,可用于记录皮层听觉反应和提取波形的临床相关特征。该系统的最终目标是在临床环境之外长期监测精神分裂症患者的大脑活动,以便更好地理解幻听并管理他们的持续治疗。在这项初步研究中,我们获得了正常健康受试者连续数小时佩戴脑电图仪时所诱发的听觉反应的同时音频和皮层记录。我们报告了在2赫兹和40赫兹的咔哒声训练中引起的听觉反应。我们还报告了α波反应,在五个小时的时间内展示了稳定和高质量的记录。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Low cost mobile EEG for characterization of cortical auditory responses
We report a low cost mobile EEG system for characterizing cortical auditory responses. The system is built using commercial off-the-shelf components and each unit costs less than $200. It measures seven EEG channels plus one audio channel (envelope only), and communicates the data to external devices via Bluetooth. A novel implementation was pursued in order to support local signal compression using compressed sensing. At the same time, it provides a low cost solution that is useful for recording cortical auditory responses and extracting clinically relevant features of the waveform. This system has been designed with the eventual goal of long term monitoring of the brain activity of schizophrenic patients outside a clinical setting, in order to better understand auditory hallucinations and manage their ongoing treatment. In this preliminary study we obtained simultaneous audio and cortical recordings of evoked auditory responses from normal healthy subjects wearing the EEG for several hours in duration. We report evoked auditory responses for 2 Hz and 40 Hz click trains. We also report alpha wave responses, demonstrating stable and high quality recordings over a five hour period.
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