Title :
IPSIHAND BRAVO: An improved EEG-based brain-computer interface for hand motor control rehabilitation
Author :
Holmes, C.D. ; Wronkiewicz, M. ; Somers, T. ; Liu, Jiangchuan ; Russell, E. ; Kim, Dongkyu ; Rhoades, C. ; Dunkley, J. ; Bundy, D. ; Galboa, E. ; Leuthardt, E.
Author_Institution :
Electr. & Syst. Eng. Dept., Washington Univ. in St. Louis, St. Louis, MO, USA
fDate :
Aug. 28 2012-Sept. 1 2012
Abstract :
Stroke and other nervous system injuries can damage or destroy hand motor control and greatly upset daily activities. Brain computer interfaces (BCIs) represent an emerging technology that can bypass damaged nerves to restore basic motor function and provide more effective rehabilitation. A wireless BCI system was implemented to realize these goals using electroencephalographic brain signals, machine learning techniques, and a custom designed orthosis. The IpsiHand Bravo BCI system is designed to reach a large demographic by using non-traditional brain signals and improving on past BCI system pitfalls.
Keywords :
brain-computer interfaces; electroencephalography; injuries; learning (artificial intelligence); medical disorders; medical signal processing; motion control; neurophysiology; orthotics; patient rehabilitation; EEG-based brain-computer interface; IpsiHand Bravo BCI system; basic motor function restoration; custom designed orthosis; damaged nerve bypass; demography; electroencephalographic brain signals; hand motor control rehabilitation; machine learning techniques; nervous system injuries; nontraditional brain signals; stroke; Accuracy; Educational institutions; Machine learning; Medical treatment; Software; Thumb; Artificial Intelligence; Brain-Computer Interfaces; Electrodes; Electroencephalography; Hand; Humans; Psychomotor Performance; Rehabilitation; Software;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE
Conference_Location :
San Diego, CA
Print_ISBN :
978-1-4244-4119-8
Electronic_ISBN :
1557-170X
DOI :
10.1109/EMBC.2012.6346287