DocumentCode :
2940764
Title :
A methodological study for the multifactorial assessment of motor adaptation: Integration of kinematic and neural factors
Author :
Molteni, Erika ; Preatoni, Ezio ; Cimolin, Veronica ; Bianchi, Anna M. ; Galli, Manuela ; Rodano, Renato
Author_Institution :
Dipt. di Bioingegneria, Politec. di Milano, Milan, Italy
fYear :
2010
fDate :
Aug. 31 2010-Sept. 4 2010
Firstpage :
4910
Lastpage :
4913
Abstract :
The aim of this work was to design a multimodal approach for the investigation of the different factors Motor Learning involves (e.g. planning, execution, correction, ...). Attention was focused onto the issue of Motor Adaptation (MA), which takes place when learning of a partially (but not completely) new motor strategy is needed. We hereby present a report about the methodological set-up which has been developed and tested for the investigation of motor adaptation during repetitive pointing tasks. We exploited the potentialities of the combined use of electroencephalographic and motion analysis techniques to find possible relation between the activity of the central nervous system and the neuro-musculo-skeletal one. The adaptation-related changes in oscillatory brain activity and movement kinematics were monitored during a visually-guided, feedback-controlled, sequence of pointing tasks. Our preliminary results suggest that the proposed protocol: (i) can discern modifications of brain activity in the alpha and beta frequency bands; (ii) is sensible to kinematic alterations; and, (iii), allows a quantitative evaluation of performance in terms of both final result and motor patterns. In this work we identified a bunch of possible neuro-motor biomarkers, which we propose as possible indicators of adaptation.
Keywords :
biomechanics; electroencephalography; feedback; kinematics; neuromuscular stimulation; central nervous system; correction; electroencephalography; execution; feedback-controlled tasks; kinematic factors; motion analysis; motor adaptation; motor learning; movement kinematics; multifactorial assessment; neural factors; neuromotor biomarkers; neuromusculoskeletal system; oscillatory brain activity; planning; repetitive pointing tasks; visually-guided tasks; Correlation; Electrodes; Electroencephalography; Indexes; Integrated circuits; Kinematics; Planning; Adaptation, Physiological; Adult; Ankle Joint; Computer Simulation; Elastic Modulus; Humans; Male; Models, Biological; Muscle Contraction; Muscle, Skeletal; Postural Balance; Posture; Reflex;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE
Conference_Location :
Buenos Aires
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4123-5
Type :
conf
DOI :
10.1109/IEMBS.2010.5627251
Filename :
5627251
Link To Document :
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