DocumentCode
1842334
Title
Interactive priming enhanced by negative damping aids learning of an object manipulation task
Author
Felix Huang ; Patton, Jason ; Mussa-Ivaldi, F.
Author_Institution
Northwestern Univ., Chicago
fYear
2007
fDate
22-26 Aug. 2007
Firstpage
4011
Lastpage
4014
Abstract
We investigated how free interaction with an object influences the formation of motor planning. Subjects controlled a force-feedback planar manipulandum that presented simulated anisotropic inertial forces. As a performance evaluation, subjects made circular movements about a prescribed track. In order to investigate potential enhancement of motor planning, we introduced negative damping during an ldquointeractive primingrdquo phase prior to task performance. As a control, we presented a second subject group with normal interactive priming. Our results showed significantly greater reduction in maximum curvature error for the subject group that received enhanced priming (two-tailed T-test, p=1.86e-6) compared to the control group. Group-I demonstrated a 34.8% reduction in error while Group-II achieved 5.78% reduction. We also observed that the presentation of enhanced priming evidently caused a greater sensitivity to catch trials compared to the control. Group-I demonstrated a larger increase (92.0%) in maximum curvature error in catch- trials (with respect to baseline), compared to Group-II (50.8%) during early training (two-tailed T-test, p=1.9e-3). These results suggest that some forms of augmentation to task dynamics - leading to the exploration of a broader state space -can help the accelerate the learning of control strategies suitable for an unassisted environment. The finding is also consistent with the hypothesis that subjects can decompose the environment impedance into acceleration and velocity dependent elements.
Keywords
biomechanics; cognition; damping; neurophysiology; circular movements; control strategies; force-feedback planar manipulandum; interactive priming; motor planning; negative damping aids learning; object manipulation task; simulated anisotropic inertial forces; task dynamics; Acceleration; Anisotropic magnetoresistance; Control systems; Damping; Error correction; Force control; Humans; Mechanical factors; State-space methods; Tracking; Female; Humans; Learning; Male; Models, Biological; Motor Activity;
fLanguage
English
Publisher
ieee
Conference_Titel
Engineering in Medicine and Biology Society, 2007. EMBS 2007. 29th Annual International Conference of the IEEE
Conference_Location
Lyon
ISSN
1557-170X
Print_ISBN
978-1-4244-0787-3
Type
conf
DOI
10.1109/IEMBS.2007.4353213
Filename
4353213
Link To Document