Age-dependent changes in steady-state visual evoked potentials

Variability in user performance has been a crucial hurdle that prevents the adoption of brain-computer interfaces (BCIs), but the factors that led to the variations were unclear. This study investigates the effect of age on the strength of steady-state visual evoked potentials (SSVEPs) - an importan...

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Main Authors: Chin, Siao-Shi, Mah, Wai-Lai, Mok, Siew-Ying, Ng, Danny Wee-Kiat, Tan, Lee-Fan, Tan, Yin-Qing, Ramli, Norlisah, Goh, Khean Jin, Goh, Sing-Yau
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Published: ASEAN Neurological Association 2022
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Online Access:http://eprints.um.edu.my/40899/
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spelling my.um.eprints.408992023-09-25T07:02:56Z http://eprints.um.edu.my/40899/ Age-dependent changes in steady-state visual evoked potentials Chin, Siao-Shi Mah, Wai-Lai Mok, Siew-Ying Ng, Danny Wee-Kiat Tan, Lee-Fan Tan, Yin-Qing Ramli, Norlisah Goh, Khean Jin Goh, Sing-Yau R Medicine Variability in user performance has been a crucial hurdle that prevents the adoption of brain-computer interfaces (BCIs), but the factors that led to the variations were unclear. This study investigates the effect of age on the strength of steady-state visual evoked potentials (SSVEPs) - an important attribute that determines the BCI performance. Ninety-three subjects ranging from six to 78 years old were recruited for the study, and each of them was tested for their SSVEPs in response to flickering lights of five different frequencies presented at random sequences. The results showed that there is a significant correlation between the strength of SSVEP and user age, with weaker SSVEP response registered in older subjects at all stimulation frequencies tested. Further inter-group comparisons indicated that older subjects tended to show more attenuated SSVEP response compared to the younger and the middle-aged subjects, while there is no significant difference in the SSVEP amplitude between the subjects from the younger and the middle-age groups. The SSVEP response was stronger when elicited using light-emitting diode (LED) compared to liquid crystal display (LCD) stimulators. These findings suggest that age as an important factor in BCI performance, and learning about the age-associated changes could provide additional insight into adapting the BCI system to individual users. ASEAN Neurological Association 2022-09 Article PeerReviewed Chin, Siao-Shi and Mah, Wai-Lai and Mok, Siew-Ying and Ng, Danny Wee-Kiat and Tan, Lee-Fan and Tan, Yin-Qing and Ramli, Norlisah and Goh, Khean Jin and Goh, Sing-Yau (2022) Age-dependent changes in steady-state visual evoked potentials. Neurology Asia, 27 (3). pp. 745-752. ISSN 1823-6138, DOI https://doi.org/10.54029/2022aes <https://doi.org/10.54029/2022aes>. 10.54029/2022aes
institution Universiti Malaya
building UM Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Malaya
content_source UM Research Repository
url_provider http://eprints.um.edu.my/
topic R Medicine
spellingShingle R Medicine
Chin, Siao-Shi
Mah, Wai-Lai
Mok, Siew-Ying
Ng, Danny Wee-Kiat
Tan, Lee-Fan
Tan, Yin-Qing
Ramli, Norlisah
Goh, Khean Jin
Goh, Sing-Yau
Age-dependent changes in steady-state visual evoked potentials
description Variability in user performance has been a crucial hurdle that prevents the adoption of brain-computer interfaces (BCIs), but the factors that led to the variations were unclear. This study investigates the effect of age on the strength of steady-state visual evoked potentials (SSVEPs) - an important attribute that determines the BCI performance. Ninety-three subjects ranging from six to 78 years old were recruited for the study, and each of them was tested for their SSVEPs in response to flickering lights of five different frequencies presented at random sequences. The results showed that there is a significant correlation between the strength of SSVEP and user age, with weaker SSVEP response registered in older subjects at all stimulation frequencies tested. Further inter-group comparisons indicated that older subjects tended to show more attenuated SSVEP response compared to the younger and the middle-aged subjects, while there is no significant difference in the SSVEP amplitude between the subjects from the younger and the middle-age groups. The SSVEP response was stronger when elicited using light-emitting diode (LED) compared to liquid crystal display (LCD) stimulators. These findings suggest that age as an important factor in BCI performance, and learning about the age-associated changes could provide additional insight into adapting the BCI system to individual users.
format Article
author Chin, Siao-Shi
Mah, Wai-Lai
Mok, Siew-Ying
Ng, Danny Wee-Kiat
Tan, Lee-Fan
Tan, Yin-Qing
Ramli, Norlisah
Goh, Khean Jin
Goh, Sing-Yau
author_facet Chin, Siao-Shi
Mah, Wai-Lai
Mok, Siew-Ying
Ng, Danny Wee-Kiat
Tan, Lee-Fan
Tan, Yin-Qing
Ramli, Norlisah
Goh, Khean Jin
Goh, Sing-Yau
author_sort Chin, Siao-Shi
title Age-dependent changes in steady-state visual evoked potentials
title_short Age-dependent changes in steady-state visual evoked potentials
title_full Age-dependent changes in steady-state visual evoked potentials
title_fullStr Age-dependent changes in steady-state visual evoked potentials
title_full_unstemmed Age-dependent changes in steady-state visual evoked potentials
title_sort age-dependent changes in steady-state visual evoked potentials
publisher ASEAN Neurological Association
publishDate 2022
url http://eprints.um.edu.my/40899/
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score 13.18916