Correlation-based common spatial pattern (CCSP): A novel extension of CSP for classification of motor imagery signal
Common spatial pattern (CSP) is shown to be an effective pre-processing algorithm in order to discriminate different classes of motor-based EEG signals by obtaining suitable spatial filters. The performance of these filters can be improved by regularized CSP, in which available prior information is...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English English |
| Published: |
Public Library Science
2021
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| Subjects: | |
| Online Access: | https://eprints.ums.edu.my/id/eprint/32837/1/Correlation-based%20common%20spatial%20pattern%20.pdf https://eprints.ums.edu.my/id/eprint/32837/2/Correlation-based%20common%20spatial%20pattern%201.pdf https://eprints.ums.edu.my/id/eprint/32837/ https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0248511 https://doi.org/10.1371/journal.pone.0248511 |
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| Institution: | Universiti Malaysia Sabah |
| Language: | English English |