Title :
Fuzzy laterality index for examining the language dominance using near-infrared spectroscopy
Author :
Kobashi, Syoji ; Matsumoto, Tsunaki ; Hata, Yutaka ; Kitamuma, Yurit ; Yanagida, Toshio
Author_Institution :
Himeji Inst. of Technol., Japan
Abstract :
Near-infrared spectroscopy (NIRS) is a recently developed method, which can be used to investigate the human brain function with noninvasive, high time resolution and high portability. It has been applied to the assessment of language dominance by Watanabe et al. (1998); however, it has a risk that some of the measurement points took include other brain activities occurred in the motor area. This paper improves the method by introducing fuzzy logic. Fuzzy logic is used to giving fuzzy degrees belonging to the speech, motor and other areas for each of the measurement point. Using the obtained fuzzy degrees, we redefine the laterality index as the fuzzy mean of the laterality indexes for all the paired measurement points.
Keywords :
brain; fuzzy logic; infrared spectroscopy; neurophysiology; speech; fuzzy logic; fuzzy mean; human brain function; language dominance; motor activity; near-infrared spectroscopy; neuron activity; speech area; Area measurement; Blood; Brain; Fuzzy logic; Humans; Neurons; Positron emission tomography; Spectroscopy; Speech; Volume measurement;
Conference_Titel :
Automation Congress, 2002 Proceedings of the 5th Biannual World
Print_ISBN :
1-889335-18-5
DOI :
10.1109/WAC.2002.1049558