xBCI: A generic platform for development of an online BCI system

I. Putu Susila, Shinichiro Kanoh, Ko Ichiro Miyamoto, Tatsuo Yoshinobu

研究成果: Article

8 引用 (Scopus)

抄録

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.

元の言語English
ページ(範囲)467-473
ページ数7
ジャーナルIEEJ Transactions on Electrical and Electronic Engineering
5
発行部数4
DOI
出版物ステータスPublished - 2010 7
外部発表Yes

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Brain computer interface
Transmission control protocol
Data visualization
Internet protocols
Bioelectric potentials
Data transfer
Graphical user interfaces
Telecommunication networks
Data acquisition
Brain
Signal processing
Feedback
Network protocols
Experiments

ASJC Scopus subject areas

  • Electrical and Electronic Engineering

これを引用

xBCI : A generic platform for development of an online BCI system. / Susila, I. Putu; Kanoh, Shinichiro; Miyamoto, Ko Ichiro; Yoshinobu, Tatsuo.

:: IEEJ Transactions on Electrical and Electronic Engineering, 巻 5, 番号 4, 07.2010, p. 467-473.

研究成果: Article

Susila, I. Putu ; Kanoh, Shinichiro ; Miyamoto, Ko Ichiro ; Yoshinobu, Tatsuo. / xBCI : A generic platform for development of an online BCI system. :: IEEJ Transactions on Electrical and Electronic Engineering. 2010 ; 巻 5, 番号 4. pp. 467-473.
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