Title :
Motor task-based differences in brain networks: Preliminary results
Author :
Da-Hye Kim ; Wanjoo Park ; Yun-Hee Kim ; Leahyun Kim ; Gyu Hyun Kwon
Author_Institution :
Dept. of Brain & Cognitive Eng., Korea Univ., Seoul, South Korea
Abstract :
This study examined characteristics of the brain networks related to upper limb grasp movements. EEG signal of 4 patients with chronic stroke were analyzed during different motor tasks. We compared the brain networks involved in the Active and Motor Imagery tasks by using the centrality and small-worldness (SW). There was a statistically significant difference between the centralities of two motor tasks in motor cortices of affected hemisphere in the high beta band (21-30 Hz). For SW, the Active task also decreased in the high beta band in contrast with the MI task. In this paper, we could support evidence that brain networks may different under the conditions of different motor tasks in both frequency and temporal domain.
Keywords :
electroencephalography; neurophysiology; EEG signal; active and motor imagery tasks; bandwidth 21 Hz to 30 Hz; brain networks; chronic stroke; frequency domain; high beta band; motor cortices; motor task-based differences; small-worldness; temporal domain; upper limb grasp movements; Biomedical imaging; Educational institutions; Electroencephalography; Graph theory; Indexes; Performance evaluation; Protocols;
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.2014.6944732