TY - GEN
T1 - The EEG analysis method for obtaining the feeling
AU - Tomita, Yohei
AU - Ito, Shin Ichi
AU - Mitsukura, Yasue
PY - 2008/12/1
Y1 - 2008/12/1
N2 - The electroencephalogram (EEG), the brain activity of neurons in the brain, is used to record brain activity for many puiposes. It also changes depends on mental conditions because mental conditions are generated in the brain. In this study, we try to estimate the mental conditions by observing the EEG patterns. The EEG data caused by mental changes is obtained as giving the subjects animal assisted therapy. The method for estimation is AdaBoosting as the neural network. We set the input vector as EEG changes and output vector is set as mental changes. Subjects are 25 people: 19 males and 6 females (age: 21-24 years old). Previous study reveals the correlation between the EEG and the activeness, and between the EEG and the tiredness. Therefore, in this paper, we try to estimate these mental parameters by the EEG at the first step.
AB - The electroencephalogram (EEG), the brain activity of neurons in the brain, is used to record brain activity for many puiposes. It also changes depends on mental conditions because mental conditions are generated in the brain. In this study, we try to estimate the mental conditions by observing the EEG patterns. The EEG data caused by mental changes is obtained as giving the subjects animal assisted therapy. The method for estimation is AdaBoosting as the neural network. We set the input vector as EEG changes and output vector is set as mental changes. Subjects are 25 people: 19 males and 6 females (age: 21-24 years old). Previous study reveals the correlation between the EEG and the activeness, and between the EEG and the tiredness. Therefore, in this paper, we try to estimate these mental parameters by the EEG at the first step.
KW - AdaBoost
KW - Animal assisted therapy
KW - Electroencephalogram
KW - Neural network
UR - http://www.scopus.com/inward/record.url?scp=58149088659&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=58149088659&partnerID=8YFLogxK
U2 - 10.1109/ICCAS.2008.4694286
DO - 10.1109/ICCAS.2008.4694286
M3 - Conference contribution
AN - SCOPUS:58149088659
SN - 9788995003893
T3 - 2008 International Conference on Control, Automation and Systems, ICCAS 2008
SP - 2555
EP - 2558
BT - 2008 International Conference on Control, Automation and Systems, ICCAS 2008
T2 - 2008 International Conference on Control, Automation and Systems, ICCAS 2008
Y2 - 14 October 2008 through 17 October 2008
ER -