DocumentCode :
3037315
Title :
Fuzzy cluster analysis of fMRI data on memory consolidated through elaborative rehearsal by the method of loci
Author :
Ichihashi, Hidetomo ; Honda, Katsuhiro ; Takai, Yuji ; Araki, Shoichi
Author_Institution :
Osaka Prefecture Univ., Japan
fYear :
2003
fDate :
20-22 Oct. 2003
Firstpage :
132
Lastpage :
133
Abstract :
A brain mapping in recalling long term memories consolidated by a mnemonic called the method of loci was carried out using fMRI experiments. A Japanese subject memorized 2000 English sentences, each of which consisted of about 10 words, during the last three years. The brain images when the subject was recalling the sentences were acquired in the activation and baseline epochs. The fMRI signals were analyzed using SPM99 and a modified fuzzy c-means clustering. The clustering results revealed the functional specialization of Broker´s area and visual area. Broader areas in visual cortex are detected.
Keywords :
biomedical MRI; brain; fuzzy set theory; medical image processing; neurophysiology; pattern clustering; statistical analysis; Broker area; SPM99; activation epochs; baseline epochs; brain images; brain mapping; elaborative rehearsal; fMRI data; fuzzy c-means clustering; fuzzy cluster analysis; loci method; long term memories; memory recall; mnemonic; visual area; visual cortex; Brain mapping; Data analysis; Globalization; Insulation; Linear regression; Magnetic resonance imaging; Natural languages; Prototypes; Signal analysis; Speech analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Biomedical Engineering, 2003. IEEE EMBS Asian-Pacific Conference on
Print_ISBN :
0-7803-7943-8
Type :
conf
DOI :
10.1109/APBME.2003.1302619
Filename :
1302619
Link To Document :
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