Classification of single MEG trials related to left and right index finger movements

@article{Kauhanen2006ClassificationOS,
  title={Classification of single MEG trials related to left and right index finger movements},
  author={Laura Kauhanen and Tommi Nykopp and Mikko Sams},
  journal={Clinical Neurophysiology},
  year={2006},
  volume={117},
  pages={430-439}
}
OBJECTIVE Most non-invasive brain-computer interfaces (BCIs) classify EEG signals. Here, we measured brain activity with magnetoencephalography (MEG) with an aim to characterize and classify single MEG trials during finger movements. We also examined whether averaging consecutive trials, or averaging signals from neighboring sensors, would improve classification accuracy. METHODS MEG was recorded in five subjects during lifting the left, right or both index fingers. Trials were classified… CONTINUE READING

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