Upper limb sensorimotor restoration through brain–computer interface technology in tetraparesis
Marcia Bockbrader
- Year
- 2019
- Citations
- 25
Abstract
For individuals with spinal cord injury, brain–computer interface (BCI) technology offers a means to restore lost sensorimotor function by bridging disrupted neural pathways to reanimate paralyzed limbs. Restoring hand function is a high priority of those with tetraparesis because of the impact that manual dexterity has on independence and quality of life. However, to be useful in daily life, BCI systems need to deliver naturalistic and functional grasp speed, force, and dexterity. In clinical trials, individuals with paralysis have achieved the most dexterous control of grasp using either robotic neuroprosthetics or neuromuscular stimulation orthotics controlled by intracortical BCI systems. Next steps are in progress, with the development of portable components and decoding algorithm optimization to simplify setup and calibration.
Keywords
Related papers
Statistical Learning Theory
Yuhai Wu, Vladimir Vapnik
1999
Artificial intelligence: a modern approach
1995
Applied Nonlinear Control
Jean-Jacques Slotine, Weiping Li
1991
A new optimizer using particle swarm theory
R.C. Eberhart, James Kennedy
2002