Thanks to Dieter D. for pointing this one out
.
Control of a two-dimensional movement signal by a noninvasive brain–computer interface in humans
Jonathan R. Wolpaw* and Dennis J. McFarland
Laboratory of Nervous System Disorders, Wadsworth Center, New York State Department of Health and State University of New York,
Albany, NY 12201-0509
Edited by Emilio Bizzi, Massachusetts Institute of Technology, Cambridge, MA, and approved November 2, 2004 (received for review May 17, 2004)
Abstract
Brain-computer interface (BCI) technology can restore communication and
control to people who are severely paralyzed (Clin. Neurophysiol.
113:767-791, 2002 for review). BCIs use brain signals recorded from the
scalp (EEG), the cortical surface (ECoG), or within the cortex. Despite
strong evidence to the contrary (PNAS 101:17849-17854, 2004), it has
been widely assumed that only intracortical signals can control complex
movements. The present study shows that scalp-recorded EEG can provide
humans with three-dimensional (3-D) movement control, which has not yet
been achieved in humans even with intracortical signals.
To date, four adults (one with a spinal cord injury) have mastered this
control. They developed three independent EEG control signals (i.e., one
for vertical movement, one for horizontal movement, and one for movement
in depth) and used these signals simultaneously to move a cursor to a
target located in one of the eight corners of a virtual 3D cube on a
video screen.
Each person achieved impressive control of three independent control
signals. They moved to the target in median times of 1.6-4.9 s and
completed 56-93% of trials. They performed as well when the cursor
started at variable positions as they did when it always started in the
center. Their EEG control could not be accounted for by concurrent EMG
activity. The 3-D performance of the best user was comparable to that of
the best monkey in Taylor et al. (Science 296:1829-1832, 2002), which
used intracortical electrodes.
The results imply that noninvasive EEG-based BCIs can support the
complex operations of robotic arms or neuroprostheses. Thus, people with
severe disabilities should be able to control such devices without
needing to have electrodes implanted in their brains.
Geen opmerkingen:
Een reactie posten