Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP

Palaniappan Ramaswamy; Raveendran Paramesran; Shogo Nishida; Naoki Saiwaki

Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP

Palaniappan Ramaswamy, Raveendran Paramesran, Shogo Nishida, Naoki Saiwaki

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

Abstract

This study demonstrates the possibility of discriminating accurately between human mental tasks based on electroencephalogram (EEG) signals only. To solve this problem, a novel method of fusing genetic algorithms (GA) is proposed. This technique is general and is applicable to any optimization and/or classification problems.

Original language	English
Title of host publication	Annual Fall Meeting of the Biomedical Engineering Society 2000
Pages	S-116
Volume	28
Edition	SUPPL. 1
Publication status	Published - 2000
Externally published	Yes
Event	Annual Fall Meeting of the Biomedical Engineering Society 2000 - Washington, United States of America Duration: 12 Oct 2000 → 14 Oct 2000

Publication series

Name	Annals of Biomedical Engineering
Publisher	Springer-Verlag London Ltd.
ISSN (Print)	0090-6964

Conference

Conference	Annual Fall Meeting of the Biomedical Engineering Society 2000
Country/Territory	United States of America
City	Washington
Period	12/10/00 → 14/10/00

Cite this

@inproceedings{b31169580ce64f0192b1113d42b93481,

title = "Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP",

abstract = "This study demonstrates the possibility of discriminating accurately between human mental tasks based on electroencephalogram (EEG) signals only. To solve this problem, a novel method of fusing genetic algorithms (GA) is proposed. This technique is general and is applicable to any optimization and/or classification problems.",

author = "Palaniappan Ramaswamy and Raveendran Paramesran and Shogo Nishida and Naoki Saiwaki",

year = "2000",

language = "English",

volume = "28",

series = "Annals of Biomedical Engineering",

publisher = "Springer-Verlag London Ltd.",

pages = "S--116",

booktitle = "Annual Fall Meeting of the Biomedical Engineering Society 2000",

edition = "SUPPL. 1",

note = "Annual Fall Meeting of the Biomedical Engineering Society 2000 ; Conference date: 12-10-2000 Through 14-10-2000",

}

Ramaswamy, P, Paramesran, R, Nishida, S & Saiwaki, N 2000, Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP. in Annual Fall Meeting of the Biomedical Engineering Society 2000. SUPPL. 1 edn, vol. 28, Annals of Biomedical Engineering, pp. S-116, Annual Fall Meeting of the Biomedical Engineering Society 2000, Washington, United States of America, 12/10/00.

Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP. / Ramaswamy, Palaniappan; Paramesran, Raveendran; Nishida, Shogo et al.
Annual Fall Meeting of the Biomedical Engineering Society 2000. Vol. 28 SUPPL. 1. ed. 2000. p. S-116 (Annals of Biomedical Engineering).

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

TY - GEN

T1 - Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP

AU - Ramaswamy, Palaniappan

AU - Paramesran, Raveendran

AU - Nishida, Shogo

AU - Saiwaki, Naoki

PY - 2000

Y1 - 2000

N2 - This study demonstrates the possibility of discriminating accurately between human mental tasks based on electroencephalogram (EEG) signals only. To solve this problem, a novel method of fusing genetic algorithms (GA) is proposed. This technique is general and is applicable to any optimization and/or classification problems.

AB - This study demonstrates the possibility of discriminating accurately between human mental tasks based on electroencephalogram (EEG) signals only. To solve this problem, a novel method of fusing genetic algorithms (GA) is proposed. This technique is general and is applicable to any optimization and/or classification problems.

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M3 - Conference Paper

AN - SCOPUS:0034499391

VL - 28

T3 - Annals of Biomedical Engineering

SP - S-116

BT - Annual Fall Meeting of the Biomedical Engineering Society 2000

T2 - Annual Fall Meeting of the Biomedical Engineering Society 2000

Y2 - 12 October 2000 through 14 October 2000

ER -

Mental task discrimination using EEG signals with genetically trained fuzzy ARTMAP

Abstract

Publication series

Conference

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Cite this