Decoding human motor activity from EEG single trials for a discrete two-dimensional cursor control.

@article{Huang2009DecodingHM,
  title={Decoding human motor activity from EEG single trials for a discrete two-dimensional cursor control.},
  author={Dandan Huang and Peter T Lin and Ding-Yu Fei and Xuedong Chen and Ou Bai},
  journal={Journal of neural engineering},
  year={2009},
  volume={6 4},
  pages={046005}
}
This study aims to explore whether human intentions to move or cease to move right and left hands can be decoded from spatiotemporal features in non-invasive EEG in order to control a discrete two-dimensional cursor movement for a potential multidimensional brain-computer interface (BCI). Five naïve subjects performed either sustaining or stopping a motor task with time locking to a predefined time window by using motor execution with physical movement or motor imagery. Spatial filtering… CONTINUE READING
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