论文标题

Bcipy:Python中的脑部计算机界面软件

BciPy: Brain-Computer Interface Software in Python

论文作者

Memmott, Tab, Koçanaoğulları, Aziz, Lawhead, Matthew, Klee, Daniel, Dudy, Shiran, Fried-Oken, Melanie, Oken, Barry

论文摘要

有很高的技术和软件需求与进行脑部计算机界面(BCI)研究有关。为了加快BCI的开发和可及性,值得专注于开源和所需的工具。 Python是一种著名的计算机语言,已成为许多研究和工程目的的首选语言。在此手稿中,我们提出了BCIPY,这是一种基于Python的开源,用于进行BCI研究的软件。它的开发是使用与事件相关的电位(ERP)拼写接口恢复通信的,但是,它可用于其他非散布和非ERPER BCI范式。该系统中的主要模块包括对数据采集,数据查询,刺激介绍,信号处理,信号查看和建模,语言建模,任务构建以及简单的图形用户界面(GUI)的支持。

There are high technological and software demands associated with conducting brain-computer interface (BCI) research. In order to accelerate the development and accessibility of BCI, it is worthwhile to focus on open-source and desired tooling. Python, a prominent computer language, has emerged as a language of choice for many research and engineering purposes. In this manuscript, we present BciPy, an open-source, Python-based software for conducting BCI research. It was developed with a focus on restoring communication using event-related potential (ERP) spelling interfaces, however, it may be used for other non-spelling and non-ERP BCI paradigms. Major modules in this system include support for data acquisition, data queries, stimuli presentation, signal processing, signal viewing and modeling, language modeling, task building, and a simple Graphical User Interface (GUI).

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