DocumentCode
2747008
Title
Learning-based methods for the analysis of intralimb-coordination and adaptation of locomotor patterns in cerebellar patients
Author
Ilg, W. ; Rörig, Rebecca ; Thier, Peter ; Giese, Martin A.
Author_Institution
Hertie Inst. of Clinical Brain Res., Tubingen
fYear
2007
fDate
13-15 June 2007
Firstpage
1090
Lastpage
1095
Abstract
In this paper, we present learning-based methods for the analysis of the spatio-temporal characteristics of multidimensional movement trajectories. We show the application of these methods in two studies analyzing the influence of the cerebellum on intra-limb coordination and adaptation of gait for cerebellar patients.
Keywords
gait analysis; learning (artificial intelligence); medical computing; neurophysiology; patient rehabilitation; cerebellar patients; gait adaptation; intralimb coordination analysis; learning based methods; locomotor pattern adaptation; spatiotemporal multidimensional movement trajectory characteristics; Brain modeling; Degenerative diseases; Learning systems; Legged locomotion; Manufacturing automation; Nervous system; Pattern analysis; Rehabilitation robotics; Testing; Trajectory;
fLanguage
English
Publisher
ieee
Conference_Titel
Rehabilitation Robotics, 2007. ICORR 2007. IEEE 10th International Conference on
Conference_Location
Noordwijk
Print_ISBN
978-1-4244-1319-5
Electronic_ISBN
978-1-4244-1320-1
Type
conf
DOI
10.1109/ICORR.2007.4428559
Filename
4428559
Link To Document