Multi-channel extraction methods for event-related potentials
Institution: | Curtin University of Technology |
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Department: | Electrical and Computer Engineering |
Year: | 2014 |
Record ID: | 1059933 |
Full text PDF: | http://espace.library.curtin.edu.au:80/R/?func=dbin-jump-full&object_id=204960&local_base=gen01-era02 |
Event-related potentials (ERPs) are neural activities that are generated in response to an event. In recent decades, multi-channel EEG recordings have been increasingly adopted in ERP studies. In this thesis, to extract an ERP-of-interest, single-trial multi-channel extraction methods have been developed. The developed methods are data-driven and thus avoid human intervention during ERP analyses. For this reason, they are also practical for real-time applications such as brain-computer interface (BCI).