Extraction subject-specific motor imagery time-frequency patterns for single trial EEG classification

• Published in: Computers in Biology and Medicine
• Main Authors: Ince N.F., Tewfik A.H., Arica S.
• Other Authors: Çukurova Üniversitesi
• Format: Article in Journal/Newspaper
• Language: English
• Published: 2007
• Subjects: Brain-computer interface; Cosine packets; Local discriminant bases; Motor imagery; Time-frequency analysis; Burlington; sami
• Online Access: https://hdl.handle.net/20.500.12605/15090; https://doi.org/10.1016/j.compbiomed.2006.08.014

PubMedID: 17010962 We introduce a new adaptive time-frequency plane feature extraction strategy for the segmentation and classification of electroencephalogram (EEG) corresponding to left and right hand motor imagery of a brain-computer interface task. The proposed algorithm adaptively segments the...