Abstract
Near infrared (NIR) is a portable, safe, affordable, non-invasive and negligibly intrusive functional optical imaging modality, which enables the measurement of the metabolic changes associated with cognitive activity. In this paper, we present the experimental procedures and data analysis of the functional near infrared (fNIR) measurements acquired from the forehead during cognitive tasks. The data is collected from subjects engaged in two standardized tasks, namely, the 'target categorization' and the 'guilty knowledge test' (GKT). In the case of target categorization, the aim is to study the changes in the blood oxygenation and volume level while the participants are experiencing decrements in vigilance, increased lapses of attention, cognitive slowing. We measured 25 minutes-long blood oxygenation and volume level changes during target responses in 11 participants performing target categorization. Data analysis results revealed that the level of oxygenation changes in missed targets is higher than the level in captured targets. The blood oxygenation and volume level changes during deceptive and truthful responses were measured in 16 participants performing the GKT and analyzed using statistical data analysis. The results of our data analysis showed that the level of oxygenation changes during 'lie' task is higher than the level during 'truth' task.
| Original language | English (US) |
|---|---|
| Title of host publication | Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003 |
| Editors | Ralph H. Sprague |
| Publisher | Institute of Electrical and Electronics Engineers Inc. |
| ISBN (Electronic) | 0769518745, 9780769518749 |
| DOIs | |
| State | Published - Jan 1 2003 |
| Event | 36th Annual Hawaii International Conference on System Sciences, HICSS 2003 - Big Island, United States Duration: Jan 6 2003 → Jan 9 2003 |
Publication series
| Name | Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003 |
|---|
Other
| Other | 36th Annual Hawaii International Conference on System Sciences, HICSS 2003 |
|---|---|
| Country | United States |
| City | Big Island |
| Period | 1/6/03 → 1/9/03 |
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All Science Journal Classification (ASJC) codes
- Information Systems
- Computer Science Applications
Cite this
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NIR spectroscopy measurements of cognitive load elicited by GKT and target categorization. / Izzetoglu, K.; Yurtsever, G.; Bozkurt, A.; Yazici, B.; Bunce, S.; Pourrezaei, K.; Onaral, B.
Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003. ed. / Ralph H. Sprague. Institute of Electrical and Electronics Engineers Inc., 2003. 1174296 (Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
TY - GEN
T1 - NIR spectroscopy measurements of cognitive load elicited by GKT and target categorization
AU - Izzetoglu, K.
AU - Yurtsever, G.
AU - Bozkurt, A.
AU - Yazici, B.
AU - Bunce, S.
AU - Pourrezaei, K.
AU - Onaral, B.
PY - 2003/1/1
Y1 - 2003/1/1
N2 - Near infrared (NIR) is a portable, safe, affordable, non-invasive and negligibly intrusive functional optical imaging modality, which enables the measurement of the metabolic changes associated with cognitive activity. In this paper, we present the experimental procedures and data analysis of the functional near infrared (fNIR) measurements acquired from the forehead during cognitive tasks. The data is collected from subjects engaged in two standardized tasks, namely, the 'target categorization' and the 'guilty knowledge test' (GKT). In the case of target categorization, the aim is to study the changes in the blood oxygenation and volume level while the participants are experiencing decrements in vigilance, increased lapses of attention, cognitive slowing. We measured 25 minutes-long blood oxygenation and volume level changes during target responses in 11 participants performing target categorization. Data analysis results revealed that the level of oxygenation changes in missed targets is higher than the level in captured targets. The blood oxygenation and volume level changes during deceptive and truthful responses were measured in 16 participants performing the GKT and analyzed using statistical data analysis. The results of our data analysis showed that the level of oxygenation changes during 'lie' task is higher than the level during 'truth' task.
AB - Near infrared (NIR) is a portable, safe, affordable, non-invasive and negligibly intrusive functional optical imaging modality, which enables the measurement of the metabolic changes associated with cognitive activity. In this paper, we present the experimental procedures and data analysis of the functional near infrared (fNIR) measurements acquired from the forehead during cognitive tasks. The data is collected from subjects engaged in two standardized tasks, namely, the 'target categorization' and the 'guilty knowledge test' (GKT). In the case of target categorization, the aim is to study the changes in the blood oxygenation and volume level while the participants are experiencing decrements in vigilance, increased lapses of attention, cognitive slowing. We measured 25 minutes-long blood oxygenation and volume level changes during target responses in 11 participants performing target categorization. Data analysis results revealed that the level of oxygenation changes in missed targets is higher than the level in captured targets. The blood oxygenation and volume level changes during deceptive and truthful responses were measured in 16 participants performing the GKT and analyzed using statistical data analysis. The results of our data analysis showed that the level of oxygenation changes during 'lie' task is higher than the level during 'truth' task.
UR - http://www.scopus.com/inward/record.url?scp=84969528648&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=84969528648&partnerID=8YFLogxK
U2 - 10.1109/HICSS.2003.1174296
DO - 10.1109/HICSS.2003.1174296
M3 - Conference contribution
AN - SCOPUS:84969528648
T3 - Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003
BT - Proceedings of the 36th Annual Hawaii International Conference on System Sciences, HICSS 2003
A2 - Sprague, Ralph H.
PB - Institute of Electrical and Electronics Engineers Inc.
ER -