DocumentCode :
698753
Title :
Complexity analysis of functional near-infrared spectroscopy signals
Author :
Ciftci, Koray ; Kahya, Yasemin P. ; Sankur, Bulent ; Akyn, Ata
Author_Institution :
Inst. of Biomed. Eng., Bogazici Univ., Istanbul, Turkey
fYear :
2005
fDate :
4-8 Sept. 2005
Firstpage :
1
Lastpage :
4
Abstract :
The main hypothesis tested in this study is that cognitive activity causes a change in the complexity of functional near-infrared spectroscopy (fNIRS) signals. We calculated neural complexity (CN) of fNIRS signals obtained during mental arithmetic task and monitored the time course of change in neural complexity. Considerable increases in neural complexity were observed during active periods of the experiment. This result indicates that statistical measures may play important roles in the efforts to detect brain activation by optical methods.
Keywords :
brain; cognition; infrared spectroscopy; medical signal processing; neurophysiology; active periods; brain activation; cognitive activity; fNIRS signals; functional near-infrared spectroscopy signals; mental arithmetic task; neural complexity; neural complexity change; optical methods; statistical measures; time course; Complexity theory; Detectors; Electroencephalography; Entropy; Spectroscopy; Time series analysis;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Signal Processing Conference, 2005 13th European
Conference_Location :
Antalya
Print_ISBN :
978-160-4238-21-1
Type :
conf
Filename :
7078347
Link To Document :
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