UM  > 科技學院  > 電機及電腦工程系
Implementation of SSVEP based BCI with Emotiv EPOC
Liu Y.; Jiang X.; Cao T.; Wan F.; Mak P.U.; Mak P.-I.; Vai M.I.
2012-11-01
Conference Name2012 IEEE International Conference on Virtual Environments Human-Computer Interfaces and Measurement Systems (VECIMS)
Source PublicationProceedings of IEEE International Conference on Virtual Environments, Human-Computer Interfaces, and Measurement Systems,VECIMS
Pages34-37
Conference Date2-4 July 2012
Conference PlaceTianjin, China
Abstract

In recent years, steady-state visual evoked potential (SSVEP) based brain-computer interface (BCI) has received much attentions. However, most SSVEP based BCI devices are not portable and have high price, which are not suitable to be used for clinical and commercial purpose. Thanks to the low cost and portable Emotiv EPOC, it brings BCI into daily life. In this paper, SSVEP based BCI through Emotiv EPOC is implemented. BCI 2000 is employed to connect Emotiv EPOC and Matlab to implement the online system. The online experiments have the accuracy of 95.83±3.59 %, information transfer rate (ITR) with 22.85±1.85 bits/min and detection duration of 5.25±2.14 sec. © 2012 IEEE.

KeywordBrain-computer Interfaces (Bci) Canonical Correlation Cnalysis (Cca) Emotiv Epoc Steady-state Visual Evoked Potential (Ssvep)
DOIhttp://doi.org/10.1109/VECIMS.2012.6273184
URLView the original
Language英语
Fulltext Access
Citation statistics
Document TypeConference paper
CollectionDEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING
AffiliationUniversidade de Macau
Recommended Citation
GB/T 7714
Liu Y.,Jiang X.,Cao T.,et al. Implementation of SSVEP based BCI with Emotiv EPOC[C],2012:34-37.
Related Services
Recommend this item
Bookmark
Usage statistics
Export to Endnote
Google Scholar
Similar articles in Google Scholar
[Liu Y.]'s Articles
[Jiang X.]'s Articles
[Cao T.]'s Articles
Baidu academic
Similar articles in Baidu academic
[Liu Y.]'s Articles
[Jiang X.]'s Articles
[Cao T.]'s Articles
Bing Scholar
Similar articles in Bing Scholar
[Liu Y.]'s Articles
[Jiang X.]'s Articles
[Cao T.]'s Articles
Terms of Use
No data!
Social Bookmark/Share
All comments (0)
No comment.
 

Items in the repository are protected by copyright, with all rights reserved, unless otherwise indicated.