Enhancement of cortical activation for motor imagery during BCI-FES training

Annu Int Conf IEEE Eng Med Biol Soc. 2018 Jul:2018:2527-2530. doi: 10.1109/EMBC.2018.8512749.

Abstract

Brain-computer Interfaces (BCIs) provide a direct pathway between the brain and the outward environment. Specifically, motor imagery (MI)-based BCI controlling functional electric stimulation (FES) is a promising approach for disabled patients with intact mind to restore or rehabilitate their motor functions. This study probed for the improvement of cortical activation for motor imagery during the closed-loop BCI-FES training. We used electroencephalography (EEG) and functional near-infrared spectroscopy (fNIRS) to inspect the cortical activation for four different training strategies, i.e. MI-BCI-FES, MI-FES, MI and FES. Compared with the other three training conditions, the MI-BCI-FES could achieve stronger cortical activation viewing from the event-related desynchronization (ERD) and the blood oxygen response. The results demonstrate that the closed-loop MI training using BCI-FES can prospectively increase the cortical activation of motor cortical areas.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Brain-Computer Interfaces*
  • Electric Stimulation
  • Electroencephalography
  • Humans
  • Imagination
  • Motor Cortex*