International Journal of Neurorehabilitation

Natsue Yoshimura

Publications

• Review Article
  Decoding of Kinetic and Kinematic Information from Electrocorticograms in Sensorimotor Cortex: A Review
  Author(s): Duk Shin, Yasuhiko Nakanishi, Chao Chen, Hiroyuki Kambara, Natsue Yoshimura and Yasuharu KoikeDuk Shin, Yasuhiko Nakanishi, Chao Chen, Hiroyuki Kambara, Natsue Yoshimura and Yasuharu Koike
  
  Brain-machine interface techniques have been applied in a number of studies to control neuromotor prostheses and for neuro-rehabilitation in the hopes of providing a means to restore lost motor function. Electrocorticography has seen recent use in this regard because it offers a higher spatiotemporal resolution than non-invasive electroencephalography and is less invasive than intracortical microelectrodes. Despite lots of successful studies; none of study has dealt with the importance of both kinematic and kinetic information for the purpose of realizing an ECoG-based neuroprosthesis. Here, we review the decoding kinetic and kinematic information from electrocorticograms. First, we introduce our preprocessing method for decoding of muscle activities, hand trajectories, and joint angles with our previous works. Second, we review and discuss about three questions: which locations are m.. Read More»
  DOI: 10.4172/2376-0281.1000102

  Abstract PDF