TY - GEN
T1 - Association between ego scores and individual characteristics in EEG analysis
T2 - 19th IEEE International Conference on Robot and Human Interactive Communication, RO-MAN 2010
AU - Ito, Shin Ichi
AU - Mitsukura, Yasue
AU - Sato, Katsuya
AU - Fujisawa, Shoichiro
AU - Fukumi, Minoru
PY - 2010/12/13
Y1 - 2010/12/13
N2 - This paper introduces a method for discussing an association between ego scores and individual characteristics in EEG analysis. The ego scores express one of the personality and/or nature on a human. The EEG analysis calculates the power spectra of the frequency weighted of the EEG signal, and evaluates through detecting the EEG patterns while listening to the music. A k-nearest neighbor classifier is used to detect the EEG patterns. The specified weight value to weight frequency of EEG and the results of EEG pattern detection express the individual characteristics in EEG analysis. Finally, we do experiment using a real EEG data for discussing the association the ego scores and the individual characteristics in EEG analysis. An interesting tendency was that the subjects who were the combined ego-type tended to have a powerful response to negative stimuli more than positive stimuli. They had the stable filter weighted frequency.
AB - This paper introduces a method for discussing an association between ego scores and individual characteristics in EEG analysis. The ego scores express one of the personality and/or nature on a human. The EEG analysis calculates the power spectra of the frequency weighted of the EEG signal, and evaluates through detecting the EEG patterns while listening to the music. A k-nearest neighbor classifier is used to detect the EEG patterns. The specified weight value to weight frequency of EEG and the results of EEG pattern detection express the individual characteristics in EEG analysis. Finally, we do experiment using a real EEG data for discussing the association the ego scores and the individual characteristics in EEG analysis. An interesting tendency was that the subjects who were the combined ego-type tended to have a powerful response to negative stimuli more than positive stimuli. They had the stable filter weighted frequency.
UR - http://www.scopus.com/inward/record.url?scp=78649821619&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=78649821619&partnerID=8YFLogxK
U2 - 10.1109/ROMAN.2010.5598639
DO - 10.1109/ROMAN.2010.5598639
M3 - Conference contribution
AN - SCOPUS:78649821619
SN - 9781424479917
T3 - Proceedings - IEEE International Workshop on Robot and Human Interactive Communication
SP - 210
EP - 215
BT - 19th International Symposium in Robot and Human Interactive Communication, RO-MAN 2010
Y2 - 12 September 2010 through 15 September 2010
ER -