A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300

Ji Young Hwang, Min Ho Lee, Seong Whan Lee

Research output: Chapter in Book/Report/Conference proceedingConference contribution

5 Citations (Scopus)

Abstract

In brain-computer interface (BCI) research, speilers are valuable issues because they can provide communication channel to human. In this paper, we propose a novel hybrid speiler that is SSVEP feedback with peripheral-vision stimulus to the conventional P300 paradigm. A canonical correlation analysis (CCA) and a linear discriminant analysis (LDA) classified SSVEP and P300, respectively. Four subjects participated in experiments, in which accuracy was compared with those of other speilers. Proposed approach revealed sufficient P300 and SSVEP potentials without interaction effect and time consuming, and also reduced visual fatigue. The results show that this research suggests a promising approach to make the speiler more time-efficient.

Original languageEnglish
Title of host publication5th International Winter Conference on Brain-Computer Interface, BCI 2017
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages77-78
Number of pages2
ISBN (Electronic)9781509050963
DOIs
Publication statusPublished - 2017 Feb 16
Event5th International Winter Conference on Brain-Computer Interface, BCI 2017 - Gangwon Province, Korea, Republic of
Duration: 2017 Jan 92017 Jan 11

Other

Other5th International Winter Conference on Brain-Computer Interface, BCI 2017
CountryKorea, Republic of
CityGangwon Province
Period17/1/917/1/11

Fingerprint

Computer peripheral equipment
Brain computer interface
Discriminant analysis
Fatigue of materials
Feedback
Experiments

Keywords

  • BCL speiler
  • Brain computer interface (BCI)
  • P300
  • Peripheral-vision stimulus
  • Steady-state visual evoked potential (SSVEP)

ASJC Scopus subject areas

  • Signal Processing
  • Human-Computer Interaction

Cite this

Hwang, J. Y., Lee, M. H., & Lee, S. W. (2017). A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300. In 5th International Winter Conference on Brain-Computer Interface, BCI 2017 (pp. 77-78). [7858164] Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IWW-BCI.2017.7858164

A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300. / Hwang, Ji Young; Lee, Min Ho; Lee, Seong Whan.

5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., 2017. p. 77-78 7858164.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Hwang, JY, Lee, MH & Lee, SW 2017, A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300. in 5th International Winter Conference on Brain-Computer Interface, BCI 2017., 7858164, Institute of Electrical and Electronics Engineers Inc., pp. 77-78, 5th International Winter Conference on Brain-Computer Interface, BCI 2017, Gangwon Province, Korea, Republic of, 17/1/9. https://doi.org/10.1109/IWW-BCI.2017.7858164
Hwang JY, Lee MH, Lee SW. A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300. In 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc. 2017. p. 77-78. 7858164 https://doi.org/10.1109/IWW-BCI.2017.7858164
Hwang, Ji Young ; Lee, Min Ho ; Lee, Seong Whan. / A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300. 5th International Winter Conference on Brain-Computer Interface, BCI 2017. Institute of Electrical and Electronics Engineers Inc., 2017. pp. 77-78
@inproceedings{d42365967e8c4d5ba8275003d930e618,
title = "A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300",
abstract = "In brain-computer interface (BCI) research, speilers are valuable issues because they can provide communication channel to human. In this paper, we propose a novel hybrid speiler that is SSVEP feedback with peripheral-vision stimulus to the conventional P300 paradigm. A canonical correlation analysis (CCA) and a linear discriminant analysis (LDA) classified SSVEP and P300, respectively. Four subjects participated in experiments, in which accuracy was compared with those of other speilers. Proposed approach revealed sufficient P300 and SSVEP potentials without interaction effect and time consuming, and also reduced visual fatigue. The results show that this research suggests a promising approach to make the speiler more time-efficient.",
keywords = "BCL speiler, Brain computer interface (BCI), P300, Peripheral-vision stimulus, Steady-state visual evoked potential (SSVEP)",
author = "Hwang, {Ji Young} and Lee, {Min Ho} and Lee, {Seong Whan}",
year = "2017",
month = "2",
day = "16",
doi = "10.1109/IWW-BCI.2017.7858164",
language = "English",
pages = "77--78",
booktitle = "5th International Winter Conference on Brain-Computer Interface, BCI 2017",
publisher = "Institute of Electrical and Electronics Engineers Inc.",

}

TY - GEN

T1 - A brain-computer interface speiler using peripheral stimulus-based SSVEP and P300

AU - Hwang, Ji Young

AU - Lee, Min Ho

AU - Lee, Seong Whan

PY - 2017/2/16

Y1 - 2017/2/16

N2 - In brain-computer interface (BCI) research, speilers are valuable issues because they can provide communication channel to human. In this paper, we propose a novel hybrid speiler that is SSVEP feedback with peripheral-vision stimulus to the conventional P300 paradigm. A canonical correlation analysis (CCA) and a linear discriminant analysis (LDA) classified SSVEP and P300, respectively. Four subjects participated in experiments, in which accuracy was compared with those of other speilers. Proposed approach revealed sufficient P300 and SSVEP potentials without interaction effect and time consuming, and also reduced visual fatigue. The results show that this research suggests a promising approach to make the speiler more time-efficient.

AB - In brain-computer interface (BCI) research, speilers are valuable issues because they can provide communication channel to human. In this paper, we propose a novel hybrid speiler that is SSVEP feedback with peripheral-vision stimulus to the conventional P300 paradigm. A canonical correlation analysis (CCA) and a linear discriminant analysis (LDA) classified SSVEP and P300, respectively. Four subjects participated in experiments, in which accuracy was compared with those of other speilers. Proposed approach revealed sufficient P300 and SSVEP potentials without interaction effect and time consuming, and also reduced visual fatigue. The results show that this research suggests a promising approach to make the speiler more time-efficient.

KW - BCL speiler

KW - Brain computer interface (BCI)

KW - P300

KW - Peripheral-vision stimulus

KW - Steady-state visual evoked potential (SSVEP)

UR - http://www.scopus.com/inward/record.url?scp=85016036635&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85016036635&partnerID=8YFLogxK

U2 - 10.1109/IWW-BCI.2017.7858164

DO - 10.1109/IWW-BCI.2017.7858164

M3 - Conference contribution

AN - SCOPUS:85016036635

SP - 77

EP - 78

BT - 5th International Winter Conference on Brain-Computer Interface, BCI 2017

PB - Institute of Electrical and Electronics Engineers Inc.

ER -