DocumentCode :
2471004
Title :
Cortical networks for rotational uncertainty effect in mental rotation task by partial directed coherence analysis of EEG
Author :
Yan, Jing ; Guo, Xiaoli ; Sun, Junfeng ; Tong, Shanbao
Author_Institution :
Sch. of Biomed. Eng., Shanghai Jiao Tong Univ., Shanghai, China
fYear :
2011
fDate :
Aug. 30 2011-Sept. 3 2011
Firstpage :
1415
Lastpage :
1418
Abstract :
Partial directed coherence (PDC) as a frequency-domain representation of Granger casuality (GC) could detect both strength and direction of cortical interactions by multivari-ate autoregressive (MVAR) model of electroencephalography (EEG). In the present study, we investigate the underlying neural networks mechanisms of “rotational uncertainty effect” during mental rotation (MR) task by PDC analysis of multichannel EEG signals before and after the visual stimuli presented, we found that (i) temporally the “rotational uncertainty effect” involved an activated network before the visual stimuli presented, which could also affect the cognitive process of MR later; (ii) the causality functional connectivity network indicated that the bi-directional frontal ⇌ parietal networks played critical roles in maintaining the readiness during the MR task. These findings suggest that functional networks of un-cued preparation before visual stimuli presented are worth to be paid more attention. And these networks provide crucial casuality information to understand the neural mechanism for “rotational uncertainty effect” in MR task.
Keywords :
autoregressive processes; cognition; electroencephalography; medical signal processing; neural nets; neurophysiology; visual evoked potentials; EEG; Granger casuality; bidirectional frontal-parietal networks; causality functional connectivity network; cognitive process; cortical interactions; cortical networks; electroencephalography; frequency-domain representation; mental rotation task; multivariate autoregressive model; neural networks; partial directed coherence analysis; rotational uncertainty effect; visual stimuli; Brain modeling; Coherence; Electroencephalography; Gold; Mirrors; Uncertainty; Visualization; Attention; Brain; Brain Mapping; Cues; Electroencephalography; Female; Humans; Male; Nerve Net; Pattern Recognition, Visual; Regression Analysis; Uncertainty; Young Adult;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE
Conference_Location :
Boston, MA
ISSN :
1557-170X
Print_ISBN :
978-1-4244-4121-1
Electronic_ISBN :
1557-170X
Type :
conf
DOI :
10.1109/IEMBS.2011.6090333
Filename :
6090333
Link To Document :
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