Recursive channel selection techniques for brain computer interfaces
Recursive channel selection techniques for brain computer interfaces
Automated channel selection allows the dimension of EEG data to be reduced without expert knowledge. We introduce Recursive Channel Insertion, an extension to Recursive Channel Elimination, which dramatically reduces calculation time with no loss of accuracy. Furthermore we propose Repeated Recursive Channel Insertion, which shows an improvement in accuracy over the previous methods when tested on a standard dataset.
- Australian National University Australia
Keywords: algorithm, Brain-Computer Interfaces, article, Humans, methodology, Electroencephalography, human, brain computer interface, electroencephalography, Algorithms
Keywords: algorithm, Brain-Computer Interfaces, article, Humans, methodology, Electroencephalography, human, brain computer interface, electroencephalography, Algorithms
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