Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interface

@article{Sitaram2007TemporalCO,
  title={Temporal classification of multichannel near-infrared spectroscopy signals of motor imagery for developing a brain–computer interface},
  author={R. Sitaram and H. Zhang and Cuntai Guan and M. Thulasidas and Y. Hoshi and A. Ishikawa and K. Shimizu and N. Birbaumer},
  journal={NeuroImage},
  year={2007},
  volume={34},
  pages={1416-1427}
}
There has been an increase in research interest for brain-computer interface (BCI) technology as an alternate mode of communication and environmental control for the disabled, such as patients suffering from amyotrophic lateral sclerosis (ALS), brainstem stroke and spinal cord injury. Disabled patients with appropriate physical care and cognitive ability to communicate with their social environment continue to live with a reasonable quality of life over extended periods of time. Near-infrared… Expand
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References

SHOWING 1-10 OF 50 REFERENCES
Near infrared spectroscopy based brain-computer interface
  • 28
On the suitability of near-infrared (NIR) systems for next-generation brain-computer interfaces.
  • 342
  • PDF
Detection of the fast neuronal signal on the motor cortex using functional frequency domain near infrared spectroscopy.
  • 9
Brain–computer interfaces for communication and control
  • 4,456
  • PDF
Brain–computer-interface research: Coming of age
  • N. Birbaumer
  • Computer Science, Medicine
  • Clinical Neurophysiology
  • 2006
  • 240
Separability of EEG signals recorded during right and left motor imagery using adaptive autoregressive parameters.
  • 541
  • PDF
Control of a two-dimensional movement signal by a noninvasive brain-computer interface in humans.
  • J. Wolpaw, D. McFarland
  • Computer Science, Medicine
  • Proceedings of the National Academy of Sciences of the United States of America
  • 2004
  • 1,426
  • PDF
Near-Infrared Optical Detection of Sequential Brain Activation in the Prefrontal Cortex during Mental Tasks
  • 106
Brain-computer interface technology: a review of the first international meeting.
  • J. Wolpaw, N. Birbaumer, +7 authors T. Vaughan
  • Computer Science, Medicine
  • IEEE transactions on rehabilitation engineering : a publication of the IEEE Engineering in Medicine and Biology Society
  • 2000
  • 1,828
  • PDF
Fast cerebral functional signal in the 100-ms range detected in the visual cortex by frequency-domain near-infrared spectrophotometry.
  • 84
  • PDF
...
1
2
3
4
5
...