Response conflict processes' classification in 7 and 9 year old children using EEG brain connectivity measures
dc.contributor.author | Almabruk, T. | |
dc.contributor.author | Iyer, K. | |
dc.contributor.author | Girdler, S. | |
dc.contributor.author | Khan, Masood Mehmood | |
dc.contributor.author | Tan, Tele | |
dc.date.accessioned | 2017-04-04T02:46:38Z | |
dc.date.available | 2017-04-04T02:46:38Z | |
dc.date.created | 2017-04-03T10:56:19Z | |
dc.date.issued | 2016 | |
dc.identifier.citation | Almabruk, T. and Iyer, K. and Girdler, S. and Khan, M.M. and Tan, T. 2016. Response conflict processes' classification in 7 and 9 year old children using EEG brain connectivity measures, pp. 704-707. | |
dc.identifier.uri | http://hdl.handle.net/20.500.11937/51830 | |
dc.identifier.doi | 10.1109/EMBC.2016.7590799 | |
dc.description.abstract |
© 2016 IEEE.Investigating cognitive development of children poses interesting challenges pertaining to emergence of children's' ability to think and understand. Psychological tasks that involve conflict, like the Flanker task, are widely used to understand development of response conflict processes. In this study, EEG signals were used to examine the coherence and imaginary part of coherency within the delta, theta, alpha and beta bands across different conditions of the Flanker task. Longitudinal data were collected from a group of typically developing children at ages of seven and nine. We found that the imaginary part of coherency was more helpful in distinguishing between stimuli - alpha and beta bands resulted in 90.90% classification rate in seven year old children. The beta and theta bands were found to be more effective for stimuli classification in nine year old children - more than 84.09% classification accuracy was achieved. | |
dc.title | Response conflict processes' classification in 7 and 9 year old children using EEG brain connectivity measures | |
dc.type | Conference Paper | |
dcterms.source.volume | 2016-October | |
dcterms.source.startPage | 704 | |
dcterms.source.endPage | 707 | |
dcterms.source.title | Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS | |
dcterms.source.series | Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBS | |
dcterms.source.isbn | 9781457702204 | |
curtin.department | Department of Mechanical Engineering | |
curtin.accessStatus | Fulltext not available |
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