SVM-FastICA Based Detection Ensemble System of EEG

• Published in: 2007 International Conference on Convergence Information Technology (ICCIT 2007) pp. 2248 - 2253
• Main Authors: Jindong Zhang, Guihe Qin, Yue Cui, Jinnan Dong, Lishu Guo
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.11.2007
• Subjects: Cerebral cortex; Electric potential; Electroencephalography; Gas detectors; Independent component analysis; Laboratories; Machine learning algorithms; Scalp; Signal analysis; Support vector machines

An EEG signal detection ensemble system to solve the low rate of vision detection is developed when analysis so many EEG signals. A novel FastICA method is presented, in which the independent component analysis approach is used to acquire the high order statistic information of EEG intrusion action...