DocumentCode
2418685
Title
Influence of motor imagery on learning under complex external dynamics
Author
Anwar, Muhammad Nabeel ; Tomi, Naoki ; Ito, Koji
Author_Institution
Dept. of Comput. Intell. & Syst. Sci., Tokyo Inst. of Technol., Yokohama, Japan
fYear
2009
fDate
3-6 Sept. 2009
Firstpage
5926
Lastpage
5929
Abstract
Humans are remarkable in their ability to adapt to changes in the dynamics of a movement. The mechanisms by which the brain controls body movements are important in the fields of robotics and neurosciences. Robots are largely used to study the adaptive properties of human motor system. If rehabilitation robots are used in conjunction with techniques for functional brain imaging, in principle the motor learning can be facilitated for rehabilitation purposes. In this study, we use motor imagery technique to improve the learning rate in a robot-based adaptation task. We tried to determine whether humans can learn an internal model of a complex mixed force field (V+P) that was the sum of a velocity-dependent force field (V) and a position-dependent force field (P). The results suggest that the motor learning can be influenced by mental practice and could be used to increase the rate of adaptation.
Keywords
biomechanics; brain; cognition; neurophysiology; body movements; brain imaging; complex external dynamics; learning; motor imagery; movement dynamics; neuroscience; robotics; Adaptation, Physiological; Humans; Imagination; Learning; Movement; Task Performance and Analysis;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2009. EMBC 2009. Annual International Conference of the IEEE
Conference_Location
Minneapolis, MN
ISSN
1557-170X
Print_ISBN
978-1-4244-3296-7
Electronic_ISBN
1557-170X
Type
conf
DOI
10.1109/IEMBS.2009.5334859
Filename
5334859
Link To Document