DocumentCode :
508348
Title :
The Application of Non-linear Regression Method to the Functional Connectivity during the Encoding and the Retrieval of Chinese Semantic Memory
Author :
Ge, Manling ; Dong, Guoya ; Wang, Tingting ; Yang, Li ; Pang, XueLian ; Wang, Lei
Author_Institution :
Province-Minist. Joint Key Lab. of Electromagn. Field & Electr. Apparatus Reliability, Hebei Univ. of Technol., Tianjin, China
Volume :
1
fYear :
2009
fDate :
14-16 Aug. 2009
Firstpage :
423
Lastpage :
427
Abstract :
Here, the tests about the study of Chinese semantic are presented. The experiments are performed on 9 healthy university students by using the scalp EEG and by using the pictures of Chinese words and idioms as stimuli. The mapping of the power density spectrums are adopted to detect the cognition-related region in the working memory including the memory and the retrieval. The non-linear regression method is available to investigate the interactions in these brain areas and the statistical measurement, ANOVA is utilized to get the significance of interdependencies differences between the working memory and before memory. It is concluded that not only the power density spectrums of gamma oscillations are significantly strengthened, but also the interdependencies in the prefrontal brain region are increased during these memory tasks on all subjects. It is indicated that it is possible to exist the strong feature modulations of attention in the local brain regions during the short-time memory of Chinese semantics.
Keywords :
cognition; natural languages; neural nets; regression analysis; ANOVA; Chinese semantic memory retrieval; cognition-related region; encoding; functional connectivity; gamma oscillation; nonlinear regression method; power density spectrum; statistical measurement; Brain modeling; Cognition; Coherence; Computer applications; Electroencephalography; Electromagnetic fields; Encoding; Epilepsy; Frequency; Natural languages; EEG; Memory of Chinese Language; Non-linear regression method;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Natural Computation, 2009. ICNC '09. Fifth International Conference on
Conference_Location :
Tianjin
Print_ISBN :
978-0-7695-3736-8
Type :
conf
DOI :
10.1109/ICNC.2009.315
Filename :
5366877
Link To Document :
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