Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.

In the study of steady-state visual evoked potentials (SSVEPs), it remains a challenge to present visual flickers at flexible frequencies using monitor refresh rate. For example, in an SSVEP-based brain-computer interface (BCI), it is difficult to present a large number of visual flickers simultaneo...

Full description

Bibliographic Details
Main Authors: Masaki Nakanishi, Yijun Wang, Yu-Te Wang, Yasue Mitsukura, Tzyy-Ping Jung
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2014-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4053390?pdf=render
id doaj-754cbb88d69343e5b6d707bab86e3742
record_format Article
spelling doaj-754cbb88d69343e5b6d707bab86e37422020-11-25T00:27:02ZengPublic Library of Science (PLoS)PLoS ONE1932-62032014-01-0196e9923510.1371/journal.pone.0099235Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.Masaki NakanishiYijun WangYu-Te WangYasue MitsukuraTzyy-Ping JungIn the study of steady-state visual evoked potentials (SSVEPs), it remains a challenge to present visual flickers at flexible frequencies using monitor refresh rate. For example, in an SSVEP-based brain-computer interface (BCI), it is difficult to present a large number of visual flickers simultaneously on a monitor. This study aims to explore whether or how a newly proposed frequency approximation approach changes signal characteristics of SSVEPs. At 10 Hz and 12 Hz, the SSVEPs elicited using two refresh rates (75 Hz and 120 Hz) were measured separately to represent the approximation and constant-period approaches. This study compared amplitude, signal-to-noise ratio (SNR), phase, latency, scalp distribution, and frequency detection accuracy of SSVEPs elicited using the two approaches. To further prove the efficacy of the approximation approach, this study implemented an eight-target BCI using frequencies from 8-15 Hz. The SSVEPs elicited by the two approaches were found comparable with regard to all parameters except amplitude and SNR of SSVEPs at 12 Hz. The BCI obtained an averaged information transfer rate (ITR) of 95.0 bits/min across 10 subjects with a maximum ITR of 120 bits/min on two subjects, the highest ITR reported in the SSVEP-based BCIs. This study clearly showed that the frequency approximation approach can elicit robust SSVEPs at flexible frequencies using monitor refresh rate and thereby can largely facilitate various SSVEP-related studies in neural engineering and visual neuroscience.http://europepmc.org/articles/PMC4053390?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Masaki Nakanishi
Yijun Wang
Yu-Te Wang
Yasue Mitsukura
Tzyy-Ping Jung
spellingShingle Masaki Nakanishi
Yijun Wang
Yu-Te Wang
Yasue Mitsukura
Tzyy-Ping Jung
Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
PLoS ONE
author_facet Masaki Nakanishi
Yijun Wang
Yu-Te Wang
Yasue Mitsukura
Tzyy-Ping Jung
author_sort Masaki Nakanishi
title Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
title_short Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
title_full Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
title_fullStr Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
title_full_unstemmed Generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
title_sort generating visual flickers for eliciting robust steady-state visual evoked potentials at flexible frequencies using monitor refresh rate.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2014-01-01
description In the study of steady-state visual evoked potentials (SSVEPs), it remains a challenge to present visual flickers at flexible frequencies using monitor refresh rate. For example, in an SSVEP-based brain-computer interface (BCI), it is difficult to present a large number of visual flickers simultaneously on a monitor. This study aims to explore whether or how a newly proposed frequency approximation approach changes signal characteristics of SSVEPs. At 10 Hz and 12 Hz, the SSVEPs elicited using two refresh rates (75 Hz and 120 Hz) were measured separately to represent the approximation and constant-period approaches. This study compared amplitude, signal-to-noise ratio (SNR), phase, latency, scalp distribution, and frequency detection accuracy of SSVEPs elicited using the two approaches. To further prove the efficacy of the approximation approach, this study implemented an eight-target BCI using frequencies from 8-15 Hz. The SSVEPs elicited by the two approaches were found comparable with regard to all parameters except amplitude and SNR of SSVEPs at 12 Hz. The BCI obtained an averaged information transfer rate (ITR) of 95.0 bits/min across 10 subjects with a maximum ITR of 120 bits/min on two subjects, the highest ITR reported in the SSVEP-based BCIs. This study clearly showed that the frequency approximation approach can elicit robust SSVEPs at flexible frequencies using monitor refresh rate and thereby can largely facilitate various SSVEP-related studies in neural engineering and visual neuroscience.
url http://europepmc.org/articles/PMC4053390?pdf=render
work_keys_str_mv AT masakinakanishi generatingvisualflickersforelicitingrobuststeadystatevisualevokedpotentialsatflexiblefrequenciesusingmonitorrefreshrate
AT yijunwang generatingvisualflickersforelicitingrobuststeadystatevisualevokedpotentialsatflexiblefrequenciesusingmonitorrefreshrate
AT yutewang generatingvisualflickersforelicitingrobuststeadystatevisualevokedpotentialsatflexiblefrequenciesusingmonitorrefreshrate
AT yasuemitsukura generatingvisualflickersforelicitingrobuststeadystatevisualevokedpotentialsatflexiblefrequenciesusingmonitorrefreshrate
AT tzyypingjung generatingvisualflickersforelicitingrobuststeadystatevisualevokedpotentialsatflexiblefrequenciesusingmonitorrefreshrate
_version_ 1725341412952637440