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Event-related EEG/MEG synchronization and desynchronization: basic principles
Brain–computer interfaces for communication and control
Optimal spatial filtering of single trial EEG during imagined hand movement.
- H. Ramoser, J. Müller-Gerking, G. Pfurtscheller
- Computer ScienceIEEE transactions on rehabilitation engineering…
- 1 December 2000
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
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
- B. Blankertz, K.-R. Muller, N. Birbaumer
- Computer ScienceIEEE Transactions on Neural Systems and…
- 19 June 2006
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.
Event-related synchronization (ERS): an electrophysiological correlate of cortical areas at rest.
- G. Pfurtscheller
- Biology, PsychologyElectroencephalography and clinical…
- 1 July 1992
Designing optimal spatial filters for single-trial EEG classification in a movement task
Event-related cortical desynchronization detected by power measurements of scalp EEG.
Mu rhythm (de)synchronization and EEG single-trial classification of different motor imagery tasks