Comparison of different montages on to EEG classification

Siew Cheok Ng; P. Raveendran

doi:10.1007/978-3-540-68017-8_93

Comparison of different montages on to EEG classification

Siew Cheok Ng, P. Raveendran

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

8 Citations (Scopus)

Abstract

This study is to investigate the effects of different montaging methods on the classification rate. The EEG signal is recorded from the motor cortex region when the subjects tap the keyboard using the left or right index finger. In this experiment, One subject’s data is downloaded from the BCI 2003 competition and two other right handed subjects participated in a similar experiment. In this preliminary experimental study, we found that the surface laplacian method outperforms other types of montaging.

Original language	English
Title of host publication	3rd Kuala Lumpur International Conference on Biomedical Engineering 2006
Editors	Fatimah Ibrahim, Noor Azuan Abu Osman, Juliana Usman, Nahrizul Adib Kadri
Publisher	Springer
Pages	365-368
Number of pages	4
ISBN (Electronic)	9783540680161
DOIs	https://doi.org/10.1007/978-3-540-68017-8_93
Publication status	Published - 2007
Externally published	Yes
Event	Kuala Lumpur International Conference on Biomedical Engineering (BIOMED) 2006 - Palace of the Golden Horses, Kuala Lumpur, Malaysia Duration: 11 Dec 2006 → 14 Dec 2006 Conference number: 3rd https://link.springer.com/book/10.1007%2F978-3-540-68017-8 (Proceedings) https://link.springer.com/book/10.1007/978-3-540-68017-8

Publication series

Name	IFMBE Proceedings
Volume	15
ISSN (Print)	1680-0737
ISSN (Electronic)	1433-9277

Conference

Conference	Kuala Lumpur International Conference on Biomedical Engineering (BIOMED) 2006
Abbreviated title	BIOMED 2006
Country/Territory	Malaysia
City	Kuala Lumpur
Period	11/12/06 → 14/12/06
Internet address	https://link.springer.com/book/10.1007%2F978-3-540-68017-8 (Proceedings) https://link.springer.com/book/10.1007/978-3-540-68017-8

Keywords

Classification
EEG
Montaging

Access to Document

10.1007/978-3-540-68017-8_93

Cite this

@inproceedings{f4e83aa8411e4586a2fab33c6bc5cfe2,

title = "Comparison of different montages on to EEG classification",

abstract = "This study is to investigate the effects of different montaging methods on the classification rate. The EEG signal is recorded from the motor cortex region when the subjects tap the keyboard using the left or right index finger. In this experiment, One subject{\textquoteright}s data is downloaded from the BCI 2003 competition and two other right handed subjects participated in a similar experiment. In this preliminary experimental study, we found that the surface laplacian method outperforms other types of montaging.",

keywords = "Classification, EEG, Montaging",

author = "Ng, {Siew Cheok} and P. Raveendran",

note = "Publisher Copyright: {\textcopyright} Springer-Verlag Berlin Heidelberg 2007.; Kuala Lumpur International Conference on Biomedical Engineering (BIOMED) 2006, BIOMED 2006 ; Conference date: 11-12-2006 Through 14-12-2006",

year = "2007",

doi = "10.1007/978-3-540-68017-8_93",

language = "English",

series = "IFMBE Proceedings",

publisher = "Springer",

pages = "365--368",

editor = "Fatimah Ibrahim and {Abu Osman}, {Noor Azuan} and Juliana Usman and Kadri, {Nahrizul Adib}",

booktitle = "3rd Kuala Lumpur International Conference on Biomedical Engineering 2006",

url = "https://link.springer.com/book/10.1007%2F978-3-540-68017-8, https://link.springer.com/book/10.1007/978-3-540-68017-8",

}

Ng, SC & Raveendran, P 2007, Comparison of different montages on to EEG classification. in F Ibrahim, NA Abu Osman, J Usman & NA Kadri (eds), 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006. IFMBE Proceedings, vol. 15, Springer, pp. 365-368, Kuala Lumpur International Conference on Biomedical Engineering (BIOMED) 2006, Kuala Lumpur, Malaysia, 11/12/06. https://doi.org/10.1007/978-3-540-68017-8_93

Comparison of different montages on to EEG classification. / Ng, Siew Cheok; Raveendran, P.
3rd Kuala Lumpur International Conference on Biomedical Engineering 2006. ed. / Fatimah Ibrahim; Noor Azuan Abu Osman; Juliana Usman; Nahrizul Adib Kadri. Springer, 2007. p. 365-368 (IFMBE Proceedings; Vol. 15).

Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Research › peer-review

TY - GEN

T1 - Comparison of different montages on to EEG classification

AU - Ng, Siew Cheok

AU - Raveendran, P.

N1 - Conference code: 3rd

PY - 2007

Y1 - 2007

N2 - This study is to investigate the effects of different montaging methods on the classification rate. The EEG signal is recorded from the motor cortex region when the subjects tap the keyboard using the left or right index finger. In this experiment, One subject’s data is downloaded from the BCI 2003 competition and two other right handed subjects participated in a similar experiment. In this preliminary experimental study, we found that the surface laplacian method outperforms other types of montaging.

AB - This study is to investigate the effects of different montaging methods on the classification rate. The EEG signal is recorded from the motor cortex region when the subjects tap the keyboard using the left or right index finger. In this experiment, One subject’s data is downloaded from the BCI 2003 competition and two other right handed subjects participated in a similar experiment. In this preliminary experimental study, we found that the surface laplacian method outperforms other types of montaging.

KW - Classification

KW - EEG

KW - Montaging

UR - http://www.scopus.com/inward/record.url?scp=84864147296&partnerID=8YFLogxK

U2 - 10.1007/978-3-540-68017-8_93

DO - 10.1007/978-3-540-68017-8_93

M3 - Conference Paper

AN - SCOPUS:84864147296

T3 - IFMBE Proceedings

SP - 365

EP - 368

BT - 3rd Kuala Lumpur International Conference on Biomedical Engineering 2006

A2 - Ibrahim, Fatimah

A2 - Abu Osman, Noor Azuan

A2 - Usman, Juliana

A2 - Kadri, Nahrizul Adib

PB - Springer

T2 - Kuala Lumpur International Conference on Biomedical Engineering (BIOMED) 2006

Y2 - 11 December 2006 through 14 December 2006

ER -

Comparison of different montages on to EEG classification

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Cite this