Title :
Modular organization of reaching and grasping movements investigated using EEG microstates
Author :
Minguillon, J. ; Pirondini, E. ; Coscia, M. ; Leeb, R. ; Millan, Jose Del R. ; Van De Ville, D. ; Micera, Silvestro
Author_Institution :
Translational Neural Eng. Lab., Ecole Polytech. Fed. de Lausanne, Lausanne, Switzerland
Abstract :
How movements are generated and controlled by the central nervous system (CNS) is still not well understood. In this work, we tested the hypothesis of a modular organization of the brain activity during the execution of voluntary movements. In particular, we extracted meta-stable topographies as a measure for global brain state, so-called microstates, from electroencephalography (EEG) data during pure planar reaching movements as well as reaching and grasping of different objects, and we compared them with those extracted during resting-state. The results showed the emergence of specific EEG microstates related to movement execution. Our results provide evidence about the benefits of EEG microstate analysis for motor control studies and their importance to better understand brain reorganization in neurological pathologies.
Keywords :
bioelectric potentials; biomechanics; electroencephalography; feature extraction; medical signal processing; neurophysiology; EEG microstate analysis; brain reorganization; central nervous system; electroencephalography microstate analysis; grasping movements; metastable topography extraction; modular organization hypothesis; neurological pathologies; planar reaching movements; voluntary movements; Brain; Educational institutions; Electroencephalography; Fingers; Grasping; Organizations; Timing;
Conference_Titel :
Engineering in Medicine and Biology Society (EMBC), 2014 36th Annual International Conference of the IEEE
Conference_Location :
Chicago, IL
DOI :
10.1109/EMBC.2014.6944029