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Toward a Wireless Open Source Instrument: Functional Near-infrared Spectroscopy in Mobile Neuroergonomics and BCI Applications

机译:迈向无线开源仪器:移动神经人体工程学和BCI应用中的功能近红外光谱

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摘要

Brain-Computer Interfaces (BCIs) and neuroergonomics research have high requirements regarding robustness and mobility. Additionally, fast applicability and customization are desired. Functional Near-Infrared Spectroscopy (fNIRS) is an increasingly established technology with a potential to satisfy these conditions. EEG acquisition technology, currently one of the main modalities used for mobile brain activity assessment, is widely spread and open for access and thus easily customizable. fNIRS technology on the other hand has either to be bought as a predefined commercial solution or developed from scratch using published literature. To help reducing time and effort of future custom designs for research purposes, we present our approach toward an open source multichannel stand-alone fNIRS instrument for mobile NIRS-based neuroimaging, neuroergonomics and BCI/BMI applications. The instrument is low-cost, miniaturized, wireless and modular and openly documented on . It provides features such as scalable channel number, configurable regulated light intensities, programmable gain and lock-in amplification. In this paper, the system concept, hardware, software and mechanical implementation of the lightweight stand-alone instrument are presented and the evaluation and verification results of the instrument's hardware and physiological fNIRS functionality are described. Its capability to measure brain activity is demonstrated by qualitative signal assessments and a quantitative mental arithmetic based BCI study with 12 subjects.
机译:脑机接口(BCI)和神经工程学研究对鲁棒性和移动性有很高的要求。另外,需要快速的适用性和定制化。功能近红外光谱(fNIRS)是一项日益成熟的技术,具有满足这些条件的潜力。 EEG采集技术是当前用于移动大脑活动评估的主要方式之一,已广泛传播并开放供用户使用,因此易于定制。另一方面,必须购买fNIRS技术作为预定义的商业解决方案,或者使用已发表的文献从头开始开发fNIRS技术。为了帮助减少将来用于研究目的的定制设计的时间和精力,我们介绍了一种针对基于移动NIRS的神经成像,神经工程学和BCI / BMI应用的开源多通道独立fNIRS仪器的方法。该仪器是低成本,小型化,无线和模块化的,并在上公开记录。它具有诸如可扩展的通道数,可配置的调节光强度,可编程增益和锁定放大等功能。本文介绍了轻型独立式仪器的系统概念,硬件,软件和机械实现,并描述了仪器硬件和生理性fNIRS功能的评估和验证结果。定性信号评估和基于定量心算的BCI研究(共12位受试者)证明了其测量大脑活动的能力。

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