Abstract
| Language | English |
|---|---|
| Title of host publication | Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings |
| Editors | Y. Guo, K. Friston, A. Faisal, S. Hill, H. Peng |
| Place of Publication | Switzerland |
| Publisher | Springer International Publishing |
| Pages | 181-191 |
| Number of pages | 11 |
| Volume | 9250 |
| ISBN (Print) | 9783319233437 |
| DOIs | |
| Publication status | Published - 2015 |
| Event | 8th International Conference on Brain Informatics and Health, BIH 2015 - London, United Kingdom Duration: 30 Aug 2015 → 2 Sep 2015 |
Publication series
| Name | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) |
|---|---|
| Volume | 9250 |
| ISSN (Print) | 0302-9743 |
| ISSN (Electronic) | 1611-3349 |
Conference
| Conference | 8th International Conference on Brain Informatics and Health, BIH 2015 |
|---|---|
| Country | United Kingdom |
| City | London |
| Period | 30/08/15 → 2/09/15 |
Fingerprint
Keywords
- Affective computing
- Brain computer interface
- EEG
- Emotion regulation
- Myndplay brainband
Cite this
}
Measuring Emotion Regulation with Single Dry Electrode Brain Computer Interface. / van der Wal, C.N.; Irrmischer, M.
Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings. ed. / Y. Guo; K. Friston; A. Faisal; S. Hill; H. Peng. Vol. 9250 Switzerland : Springer International Publishing, 2015. p. 181-191 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 9250).Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic
TY - GEN
T1 - Measuring Emotion Regulation with Single Dry Electrode Brain Computer Interface
AU - van der Wal, C.N.
AU - Irrmischer, M.
PY - 2015
Y1 - 2015
N2 - Wireless brain computer interfaces (BCI’s) are promising for new intelligent applications in which emotions are detected by measuring brain activity. Applications, such as serious games and video game therapy, are measuring and using the user’s emotional state in order to determine the intensity level of the game. This experimental study was designed to validate the measurement of emotion regulation with a single dry electrode wireless BCI during an emotion interference computer task by comparing it with the behavioural performance of this task. The behavioural measures showed significant main and interaction effects indicating that emotion regulatory mechanisms are present in the participants. The EEG measure Attention detected by the Myndplay Brainband XL showed a significant interaction indicating that type of training (meditation or laughter) increases or decreases attention during the emotion interference task. Overall, these results point in the direction of single electrode BCI’s being able to detect emotion interference.
AB - Wireless brain computer interfaces (BCI’s) are promising for new intelligent applications in which emotions are detected by measuring brain activity. Applications, such as serious games and video game therapy, are measuring and using the user’s emotional state in order to determine the intensity level of the game. This experimental study was designed to validate the measurement of emotion regulation with a single dry electrode wireless BCI during an emotion interference computer task by comparing it with the behavioural performance of this task. The behavioural measures showed significant main and interaction effects indicating that emotion regulatory mechanisms are present in the participants. The EEG measure Attention detected by the Myndplay Brainband XL showed a significant interaction indicating that type of training (meditation or laughter) increases or decreases attention during the emotion interference task. Overall, these results point in the direction of single electrode BCI’s being able to detect emotion interference.
KW - Affective computing
KW - Brain computer interface
KW - EEG
KW - Emotion regulation
KW - Myndplay brainband
UR - http://www.scopus.com/inward/record.url?scp=84945965410&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84945965410&partnerID=8YFLogxK
U2 - 10.1007/978-3-319-23344-4_18
DO - 10.1007/978-3-319-23344-4_18
M3 - Conference contribution
SN - 9783319233437
VL - 9250
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 181
EP - 191
BT - Brain Informatics and Health - 8th International Conference, BIH 2015, Proceedings
A2 - Guo, Y.
A2 - Friston, K.
A2 - Faisal, A.
A2 - Hill, S.
A2 - Peng, H.
PB - Springer International Publishing
CY - Switzerland
ER -