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Smartphones as pocketable labs: Visions for mobile brain imaging and neurofeedback

机译:智能手机作为便携式实验室:移动脑成像和神经反馈的愿景

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摘要

Mobile brain imaging solutions, such as the Smartphone Brain Scanner, which combines low cost wireless EEG sensors with open source software for real-time neuroimaging, may transform neuroscience experimental paradigms. Normally subject to the physical constraints in labs, neuroscience experimental paradigms can be transformed into dynamic environments allowing for the capturing of brain signals in everyday contexts. Using smartphones or tablets to access text or images may enable experimental design capable of tracing emotional responses when shopping or consuming media, incorporating sensorimotor responses reflecting our actions into brain machine interfaces, and facilitating neurofeedback training over extended periods. Even though the quality of consumer neuroheadsets is still lower than laboratory equipment and susceptible to environmental noise, we show that mobile neuroimaging solutions, like the Smartphone Brain Scanner, complemented by 3D reconstruction or source separation techniques may support a range of neuroimaging applications and thus become a valuable addition to high-end neuroimaging solutions.
机译:诸如智能手机脑部扫描仪之类的移动脑部成像解决方案将低成本无线EEG传感器与用于实时神经成像的开源软件相结合,可能会改变神经科学实验范式。通常在实验室中受到物理限制的情况下,神经科学实验范式可以转换为动态环境,从而可以在日常情况下捕获大脑信号。使用智能手机或平板电脑访问文本或图像,可以使实验设计能够追踪购物或消费媒体时的情绪反应,将反映我们的动作的感觉运动反应纳入脑机界面,并促进长时间的神经反馈训练。即使消费者神经耳机的质量仍然低于实验室设备并且容易受到环境噪声的影响,我们仍表明,移动智能成像解决方案(如智能手机脑部扫描仪)辅以3D重建或源分离技术可能会支持一系列神经成像应用,因此成为高端神经影像解决方案的宝贵补充。

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