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
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