Abstract
Highly accurate asynchronous detection of movement related patterns in individual electrocorticogram channels has been shown using detection based on either event-related potentials (ERPs) or event-related desynchronization and synchronization (ERD/ERS). A method using wavelet-packet features selected with a genetic algorithm was proposed to simultaneously detect ERP and ERD/ERS and was tested on data from seven subjects and four motor tasks. The proposed wavelet method performed better than previous methods with perfect detection for four subject/task combinations and hit percentages greater than 90% with false positive percentages less than 15% for at least one task for all seven subjects.
Originalsprache | englisch |
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Seiten (von - bis) | 954-962 |
Fachzeitschrift | IEEE Transactions on Biomedical Engineering |
Jahrgang | 51 |
Ausgabenummer | 6 |
DOIs | |
Publikationsstatus | Veröffentlicht - 2004 |