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Optimal spatial filtering of single trial EEG during imagined hand movement.
TLDR
It is demonstrated that spatial filters for multichannel EEG effectively extract discriminatory information from two populations of single-trial EEG, recorded during left- and right-hand movement imagery.
Motor imagery and direct brain-computer communication
TLDR
At this time, a tetraplegic patient is able to operate an EEG-based control of a hand orthosis with nearly 100% classification accuracy by mental imagination of specific motor commands.
The BCI competition III: validating alternative approaches to actual BCI problems
TLDR
The third BCI Competition to address several of the most difficult and important analysis problems in BCI research is organized and the paper describes the data sets that were provided to the competitors and gives an overview of the results.
Functional brain imaging based on ERD/ERS
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