EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game

Damien Coyle; Jhonatan Garcia; Abdul Satti; T. M. McGinnity

doi:10.1109/CCMB.2011.5952128

EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game

Damien Coyle, Jhonatan Garcia, Abdul Satti, T. M. McGinnity

Ulster University

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

64 Citations (SciVal)

Abstract

This paper presents an overview of a multistage signal processing framework to tackle the main challenges in continuous control protocols for motor imagery based synchronous and self-paced BCIs. The BCI can be setup rapidly and automatically even when conducting an extensive search for subject-specific parameters. A new BCI-based game training paradigm which enables assessment of continuous control performance is also introduced. A range of offline results and online analysis of the new game illustrate the potential for the proposed BCI and the advantages of using the game as a BCI training paradigm.

Original language	English
Title of host publication	2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)
Place of Publication	U. S. A.
Publisher	IEEE Computational Intelligence Society
Pages	88-93
Number of pages	6
ISBN (Electronic)	9781424498918
ISBN (Print)	9781424498901
DOIs	https://doi.org/10.1109/CCMB.2011.5952128
Publication status	Published - 15 Apr 2011

Access to Document

10.1109/CCMB.2011.5952128

Cite this

EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game. / Coyle, Damien; Garcia, Jhonatan; Satti, Abdul et al.
2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB). U. S. A.: IEEE Computational Intelligence Society, 2011. p. 88-93.

Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding

@inproceedings{48f553f9fc374b03b298bd51011c11c8,

title = "EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game",

abstract = "This paper presents an overview of a multistage signal processing framework to tackle the main challenges in continuous control protocols for motor imagery based synchronous and self-paced BCIs. The BCI can be setup rapidly and automatically even when conducting an extensive search for subject-specific parameters. A new BCI-based game training paradigm which enables assessment of continuous control performance is also introduced. A range of offline results and online analysis of the new game illustrate the potential for the proposed BCI and the advantages of using the game as a BCI training paradigm. ",

author = "Damien Coyle and Jhonatan Garcia and Abdul Satti and McGinnity, \{T. M.\}",

year = "2011",

month = apr,

day = "15",

doi = "10.1109/CCMB.2011.5952128",

language = "English",

isbn = "9781424498901",

pages = "88--93",

booktitle = "2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)",

publisher = "IEEE Computational Intelligence Society",

address = "USA United States",

}

TY - GEN

T1 - EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game

AU - Coyle, Damien

AU - Garcia, Jhonatan

AU - Satti, Abdul

AU - McGinnity, T. M.

PY - 2011/4/15

Y1 - 2011/4/15

N2 - This paper presents an overview of a multistage signal processing framework to tackle the main challenges in continuous control protocols for motor imagery based synchronous and self-paced BCIs. The BCI can be setup rapidly and automatically even when conducting an extensive search for subject-specific parameters. A new BCI-based game training paradigm which enables assessment of continuous control performance is also introduced. A range of offline results and online analysis of the new game illustrate the potential for the proposed BCI and the advantages of using the game as a BCI training paradigm.

AB - This paper presents an overview of a multistage signal processing framework to tackle the main challenges in continuous control protocols for motor imagery based synchronous and self-paced BCIs. The BCI can be setup rapidly and automatically even when conducting an extensive search for subject-specific parameters. A new BCI-based game training paradigm which enables assessment of continuous control performance is also introduced. A range of offline results and online analysis of the new game illustrate the potential for the proposed BCI and the advantages of using the game as a BCI training paradigm.

UR - https://www.scopus.com/pages/publications/79961152650

U2 - 10.1109/CCMB.2011.5952128

DO - 10.1109/CCMB.2011.5952128

M3 - Chapter in a published conference proceeding

SN - 9781424498901

SP - 88

EP - 93

BT - 2011 IEEE Symposium on Computational Intelligence, Cognitive Algorithms, Mind, and Brain (CCMB)

PB - IEEE Computational Intelligence Society

CY - U. S. A.

ER -

EEG-based continuous control of a game using a 3 channel motor imagery BCI: BCI game

Abstract

Access to Document

Other files and links

Fingerprint

Cite this