Multi-channel extraction methods for event-related potentials
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 deve...
| Main Author: | |
|---|---|
| Format: | Thesis |
| Language: | English |
| Published: |
Curtin University
2014
|
| Online Access: | http://hdl.handle.net/20.500.11937/2044 |
| _version_ | 1848743842757476352 |
|---|---|
| author | Lee, Wee Lih |
| author_facet | Lee, Wee Lih |
| author_sort | Lee, Wee Lih |
| building | Curtin Institutional Repository |
| collection | Online Access |
| description | 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). |
| first_indexed | 2025-11-14T05:52:00Z |
| format | Thesis |
| id | curtin-20.500.11937-2044 |
| institution | Curtin University Malaysia |
| institution_category | Local University |
| language | English |
| last_indexed | 2025-11-14T05:52:00Z |
| publishDate | 2014 |
| publisher | Curtin University |
| recordtype | eprints |
| repository_type | Digital Repository |
| spelling | curtin-20.500.11937-20442017-02-20T06:39:26Z Multi-channel extraction methods for event-related potentials Lee, Wee Lih 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). 2014 Thesis http://hdl.handle.net/20.500.11937/2044 en Curtin University fulltext |
| spellingShingle | Lee, Wee Lih Multi-channel extraction methods for event-related potentials |
| title | Multi-channel extraction methods for event-related potentials |
| title_full | Multi-channel extraction methods for event-related potentials |
| title_fullStr | Multi-channel extraction methods for event-related potentials |
| title_full_unstemmed | Multi-channel extraction methods for event-related potentials |
| title_short | Multi-channel extraction methods for event-related potentials |
| title_sort | multi-channel extraction methods for event-related potentials |
| url | http://hdl.handle.net/20.500.11937/2044 |