Evoked response potential training on a consumer EEG headset
Evoked response potential training on a consumer EEG headset
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消费者脑电图耳机的诱发反应电位训练
DOI：
10.1109/pacrim.2015.7334885
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发表时间：
2015
期刊：
影响因子：
--
通讯作者：
J. Tanaka
中科院分区：
文献类型：
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作者：
J. D. Jacoby;Melanie Tory;J. Tanaka
神经反馈范例越来越受到关注，无论是用于脑机接口还是用于训练目的。在目前的研究中，我们研究了多会话训练中的P3拼写应用程序，使用P300诱发反应电位，以确定一个单词的字母的参与者试图拼写。由于神经反馈训练随着时间的推移是最有效的，因此使用可在家中使用的低成本硬件而不是昂贵的研究级设备具有优势。本研究是在一个Auxiliv Epoc EEG耳机上进行的，并讨论了其中固有的一些问题和解决方法。该耳机是足够敏感的，以检测诱发反应电位和证据的培训效果found.Motivational方面的ERP培训进行了讨论，并提出了一种替代的P300培训范式。
Neurofeedback paradigms are of increasing interest, both for brain-computer interfaces and for training purposes. In the current study we examine multi-session training in a P3 speller application which uses P300 evoked response potentials to identify the letter of a word a participant is attempting to spell. Because neurofeedback training is most effective over time, there is an advantage to using low-cost hardware that can be used in the home rather than expensive research-grade equipment. This study is performed on an Emotiv Epoc EEG headset and some of the problems and workarounds inherent in this are discussed. This headset is sensitive enough to detect evoked response potentials and evidence of a training effect is found. Motivational aspects of ERP training are discussed and an alternate P300 training paradigm is presented.