Affective mapping of EEG during executive function tasks
Executive function is a set of mental processes commonly linked with the activation of the brain’s prefrontal cortex. While many studies have focused on EF in adulthood, the development of EF in children is yet to be understood. This paper proposes a new approach for understanding children’s re...
| Main Authors: | , , |
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| Format: | Proceeding Paper |
| Language: | English |
| Published: |
2012
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| Subjects: | |
| Online Access: | http://irep.iium.edu.my/38080/ http://irep.iium.edu.my/38080/1/Affective_Mapping_of_EEG_during_Executive_Function_Tasks.pdf |
| _version_ | 1848781534158389248 |
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| author | Othman, Marini , Abdul Qayoom Abdul Rahman, Abdul Wahab |
| author_facet | Othman, Marini , Abdul Qayoom Abdul Rahman, Abdul Wahab |
| author_sort | Othman, Marini |
| building | IIUM Repository |
| collection | Online Access |
| description | Executive function is a set of mental processes commonly
linked with the activation of the brain’s prefrontal cortex.
While many studies have focused on EF in adulthood, the
development of EF in children is yet to be understood. This
paper proposes a new approach for understanding children’s
reactions during EF tasks by mapping their EEG signals onto
the 2D valence-arousal affective space model. Brain signals
of ten pre-school children aged between 4-6 years (male: 5;
female: 5) were collected while they play the standardized
version of the Dimensional Change Card Sort. Behavioral
results in terms of percentage of correct responses and
response time did not vary significantly across gender.
Emotion mapping using the valence-arousal model showed
that boys tend to be consistent in their emotion during preswitch and post-switch tasks. The emotion of girls, however, tends to shift towards neutral state during the post-switch test regardless of their initial emotions in the pre-switch phase. |
| first_indexed | 2025-11-14T15:51:05Z |
| format | Proceeding Paper |
| id | iium-38080 |
| institution | International Islamic University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T15:51:05Z |
| publishDate | 2012 |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | iium-380802020-12-16T16:59:15Z http://irep.iium.edu.my/38080/ Affective mapping of EEG during executive function tasks Othman, Marini , Abdul Qayoom Abdul Rahman, Abdul Wahab T Technology (General) Executive function is a set of mental processes commonly linked with the activation of the brain’s prefrontal cortex. While many studies have focused on EF in adulthood, the development of EF in children is yet to be understood. This paper proposes a new approach for understanding children’s reactions during EF tasks by mapping their EEG signals onto the 2D valence-arousal affective space model. Brain signals of ten pre-school children aged between 4-6 years (male: 5; female: 5) were collected while they play the standardized version of the Dimensional Change Card Sort. Behavioral results in terms of percentage of correct responses and response time did not vary significantly across gender. Emotion mapping using the valence-arousal model showed that boys tend to be consistent in their emotion during preswitch and post-switch tasks. The emotion of girls, however, tends to shift towards neutral state during the post-switch test regardless of their initial emotions in the pre-switch phase. 2012 Proceeding Paper PeerReviewed application/pdf en http://irep.iium.edu.my/38080/1/Affective_Mapping_of_EEG_during_Executive_Function_Tasks.pdf Othman, Marini and , Abdul Qayoom and Abdul Rahman, Abdul Wahab (2012) Affective mapping of EEG during executive function tasks. In: 2012 15th International Conference on Computer and Information Technology (ICCIT), 22-24 December 2012, Bangladesh. http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6509741&tag=1 |
| spellingShingle | T Technology (General) Othman, Marini , Abdul Qayoom Abdul Rahman, Abdul Wahab Affective mapping of EEG during executive function tasks |
| title | Affective mapping of EEG during executive function tasks |
| title_full | Affective mapping of EEG during executive function tasks |
| title_fullStr | Affective mapping of EEG during executive function tasks |
| title_full_unstemmed | Affective mapping of EEG during executive function tasks |
| title_short | Affective mapping of EEG during executive function tasks |
| title_sort | affective mapping of eeg during executive function tasks |
| topic | T Technology (General) |
| url | http://irep.iium.edu.my/38080/ http://irep.iium.edu.my/38080/ http://irep.iium.edu.my/38080/1/Affective_Mapping_of_EEG_during_Executive_Function_Tasks.pdf |