xBCI: A Generic Platform for Development of an Online BCI System

xBCI: A Generic Platform for Development of an Online BCI System
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xBCI:用于开发在线 BCI 系统的通用平台

DOI:
10.1002/tee.20560
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发表时间:
2010
影响因子:
1
通讯作者:
T. Yoshinobu
T. Yoshinobu
中科院分区:
工程技术4区
文献类型:
--
作者:
I. P. Susila;S. Kanoh;K. Miyamoto;T. Yoshinobu

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开发了一种用于实现名为xBCI的在线脑机接口(BCI)的通用平台。该平台由多个功能模块(组件)组成,例如数据采集、存储、数学运算、信号处理、网络通信、数据可视化、实验控制以及实时反馈呈现。用户可以通过在基于图形用户界面(GUI)的图表编辑器上组合这些组件轻松构建自己的BCI系统。他们还可以通过添加插件组件或使用脚本语言创建组件来扩展该平台。该平台可在多种操作系统上运行,并支持并行(多线程)数据处理以及通过网络传输控制协议/互联网协议或用户数据报协议(TCP/IP或UDP)将数据传输到其他计算机。在该平台上构建并测试了基于运动想象的BCI系统和基于稳态视觉诱发电位(SSVEP)的BCI系统。结果表明,该平台能够实时处理多通道脑信号。该平台为用户提供了一种易于使用的系统开发工具,并减少了开发BCI系统所需的时间。版权所有©2010日本电气工程师学会。由约翰威立父子公司出版。
A generic platform for realizing an online brain–computer interface (BCI) named xBCI was developed. The platform consists of several functional modules (components), such as data acquisition, storage, mathematical operations, signal processing, network communication, data visualization, experiment control, and real‐time feedback presentation. Users can easily build their own BCI systems by combining the components on a graphical‐user‐interface (GUI) based diagram editor. They can also extend the platform by adding components as plug‐ins or by creating components using a scripting language. The platform works on multiple operating systems and supports parallel (multi‐threaded) data processing and data transfer to other PCs through a network transmission control protocol/internet protocol or user datagram protocol (TCP/IP or UDP). A BCI system based on motor imagery and a steady‐state visual evoked potential (SSVEP) based BCI system were constructed and tested on the platform. The results show that the platform is able to process multichannel brain signals in real time. The platform provides users with an easy‐to‐use system development tool and reduces the time needed to develop a BCI system. Copyright © 2010 Institute of Electrical Engineers of Japan. Published by John Wiley & Sons, Inc.
DOI: 10.1016/j.neuroimage.2006.11.005
发表时间: 2007-02-15
期刊: NEUROIMAGE
影响因子: 5.7
作者:
Sitaram, Ranganatha;Zhang, Haihong;Birbaumer, Niels
通讯作者: Birbaumer, Niels