Reconstruction of two-dimensional movement trajectories from selected magnetoencephalography cortical currents by combined sparse Bayesian methods

@article{Toda2011ReconstructionOT,
  title={Reconstruction of two-dimensional movement trajectories from selected magnetoencephalography cortical currents by combined sparse Bayesian methods},
  author={Akihiro Toda and Hiroshi Imamizu and Mitsuo Kawato and Masa-aki Sato},
  journal={NeuroImage},
  year={2011},
  volume={54 2},
  pages={892-905}
}
Reconstruction of movements from non-invasively recorded brain activity is a key technology for brain-machine interfaces (BMIs). However, electroencephalography (EEG) or magnetoencephalography (MEG) inevitably records a mixture of signals originating from many cortical regions, and thus it is not only less effective than invasive methods but also poses more difficulty for incorporating neuroscience knowledge. We combined two sparse Bayesian methods to overcome this difficulty. First, thousands… CONTINUE READING
Highly Cited
This paper has 83 citations. REVIEW CITATIONS
46 Extracted Citations
34 Extracted References
Similar Papers

Citing Papers

Publications influenced by this paper.
Showing 1-10 of 46 extracted citations

83 Citations

0102030'11'13'15'17
Citations per Year
Semantic Scholar estimates that this publication has 83 citations based on the available data.

See our FAQ for additional information.

Referenced Papers

Publications referenced by this paper.
Showing 1-10 of 34 references

Similar Papers

Loading similar papers…