On-line EEG classification during externally-paced hand movements using a neural network-based classifier.

@article{Pfurtscheller1996OnlineEC,
  title={On-line EEG classification during externally-paced hand movements using a neural network-based classifier.},
  author={Gert Pfurtscheller and J. Kalcher and Christa Neuper and Doris Flotzinger and Martin Pregenzer},
  journal={Electroencephalography and clinical neurophysiology},
  year={1996},
  volume={99 5},
  pages={416-25}
}
EEGs of 6 normal subjects were recorded during sequences of periodic left or right hand movement. Left or right was indicated by a visual cue. The question posed was: 'Is it possible to move a cursor on a monitor to the right or left side using the EEG signals for cursor control?' For this purpose the EEG during performance of hand movement was analyzed and classified on-line. A neural network in form of a learning vector quantizertion (LVQ) with an input dimension of 16 was trained to classify… CONTINUE READING
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