Haihong Zhang;Cuntai Guan;Chuanchu Wang;Kok Soon Phua;Brahim Ahmed Salah Hamadi Charef
发明人:
Haihong Zhang,Cuntai Guan,Brahim Ahmed Salah Hamadi Charef,Chuanchu Wang,Kok Soon Phua
申请号:
US12990156
公开号:
US08862581B2
申请日:
2008.04.28
申请国别(地区):
US
年份:
2014
代理人:
摘要:
There is a method and a system for concentration detection. The method for concentration detection includes the steps of extracting temporal features from brain signals; classifying the extracted temporal features using a classifier to give a score x1; extracting spectral-spatial features from brain signals; selecting spectral-spatial features containing discriminative information between concentration and non-concentration states from the set of extracted spectral-spatial features; classifying the selected spectral-spatial features using a classifier to give a score x2; combining the scores x1 and x2 to give a single score; and determining if the subject is in a concentration state based on the single score.