TY - GEN
T1 - A basic method for classifying humans based on an EEG analysis
AU - Ito, Shin ichi
AU - Mitsukura, Yasue
AU - Fukumi, Minoru
PY - 2008/12/1
Y1 - 2008/12/1
N2 - This paper introduces a method for classifying humans by analyzing prefrontal cortex electroencephalogram (EEG) activity to extract and confirm distinct response features on listening to music that the user feels matches his/her mood, does not match his/her mood, or otherwise. The proposed method constitutes analyzing EEG signals obtained from monitoring human response features and classifying the human subjects according to the different frequency bands of the power spectrum of the EEG signal. The performance of the proposed method is evaluated using real EEG data. We confirm that we can classify humans into at least three groups.
AB - This paper introduces a method for classifying humans by analyzing prefrontal cortex electroencephalogram (EEG) activity to extract and confirm distinct response features on listening to music that the user feels matches his/her mood, does not match his/her mood, or otherwise. The proposed method constitutes analyzing EEG signals obtained from monitoring human response features and classifying the human subjects according to the different frequency bands of the power spectrum of the EEG signal. The performance of the proposed method is evaluated using real EEG data. We confirm that we can classify humans into at least three groups.
KW - Electroencephalogram
KW - Human feature
KW - Matching mood
KW - Music
UR - http://www.scopus.com/inward/record.url?scp=64549157946&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=64549157946&partnerID=8YFLogxK
U2 - 10.1109/ICARCV.2008.4795798
DO - 10.1109/ICARCV.2008.4795798
M3 - Conference contribution
AN - SCOPUS:64549157946
SN - 9781424422876
T3 - 2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008
SP - 1783
EP - 1786
BT - 2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008
T2 - 2008 10th International Conference on Control, Automation, Robotics and Vision, ICARCV 2008
Y2 - 17 December 2008 through 20 December 2008
ER -