Residential College | false |
Status | 已發表Published |
Scalp level connectivity for representative channels in emotional status | |
Li, Jia Wen1; Cui, Xu Tong1; Barma, Shovan2; Pun, Sio Hang1; Mou, Pedro Antonio1; Huang, Hui Juan1; Che, U. Kin1; Vai, Mang I.1; Mak, Peng Un1 | |
2018-06 | |
Conference Name | IUPESM World Congress on Medical Physics and Biomedical Engineering |
Source Publication | IFMBE Proceedings |
Volume | 68 |
Issue | 2 |
Pages | 227-231 |
Conference Date | JUN 03-08, 2018 |
Conference Place | Prague, CZECH REPUBLIC |
Abstract | Emotion can be regarded as a special brain status and it can be captured by Electroencephalography (EEG) via deploying number of channels all over the scalp. To find out the characteristics of emotional responses, the scalp level connectivity is one of the interests that considered. Nevertheless, to distinguish the significant EEG channels, which can imply the special regions at scalp level, has not yet been studied well. Therefore, in this work, we aim to identify the representative channels towards different emotional status by considering the connectivity derived from the values of coherence and correlation. In this purpose, DEAP, an online database has been investigated. Certainly, the emotional status can be evaluated on the valence-arousal (V-A) space and here, four groups contain HVHA, HVLA, LVHA, and LVLA have been studied. The results from 16 subjects show that the EEG channels AF3, F7, P7 and O1 have higher percentages in term of the connectivity and they could be considered as the representative channels in this case. Such findings could be useful to understand the scalp responses in emotional status. |
Keyword | Eeg Emotion Representative Channels Scalp Level Connectivity |
DOI | 10.1007/978-981-10-9038-7_42 |
URL | View the original |
Indexed By | CPCI-S |
Language | 英語English |
WOS Research Area | Engineering ; Radiology ; Nuclear Medicine ; Medical Imaging |
WOS ID | WOS:000449742700042 |
Scopus ID | 2-s2.0-85048215524 |
Fulltext Access | |
Citation statistics | |
Document Type | Conference paper |
Collection | INSTITUTE OF MICROELECTRONICS DEPARTMENT OF ELECTRICAL AND COMPUTER ENGINEERING |
Corresponding Author | Mak, Peng Un |
Affiliation | 1.Universidade de Macau 2.Indian Institute of Information Technology Guwahati |
First Author Affilication | University of Macau |
Corresponding Author Affilication | University of Macau |
Recommended Citation GB/T 7714 | Li, Jia Wen,Cui, Xu Tong,Barma, Shovan,et al. Scalp level connectivity for representative channels in emotional status[C], 2018, 227-231. |
APA | Li, Jia Wen., Cui, Xu Tong., Barma, Shovan., Pun, Sio Hang., Mou, Pedro Antonio., Huang, Hui Juan., Che, U. Kin., Vai, Mang I.., & Mak, Peng Un (2018). Scalp level connectivity for representative channels in emotional status. IFMBE Proceedings, 68(2), 227-231. |
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