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wright1309616451.pdf (1.61 MB)
ETD Abstract Container
Abstract Header
Predicting Vigilance Performance Under Transcranial Direct Current Stimulation
Author Info
Bridges, Nathaniel Reese
Permalink:
http://rave.ohiolink.edu/etdc/view?acc_num=wright1309616451
Abstract Details
Year and Degree
2011, Master of Science in Engineering (MSEgr), Wright State University, Biomedical Engineering.
Abstract
A brain stimulation technology called transcranial direct current stimulation (tDCS) may potentially mitigate the vigilance decrement. To practically use such technology, however, a model is necessary that indicates vigilance performance, both when stimulation is being applied and not applied. To address this issue, the author developed models capable of predicting vigilance performance in real and control stimulation conditions using previous tDCS-study data. The “all possible combinations” regression method produced over 200 models, later screened to 10. The model with the best average %error (11.49 ± 0.10) used left hemispheric cerebral blood flow velocity (CBFVL) as its sole input term-accounting for 95.7% of the performance variability (linear best-fit slope of 0.8585). When applied to the control stimulation condition, the model had an average %error of 16.76 ± 0.17 and linear best-fit slope of 0.9278. Such results suggest that CBFVL may be useful as a vigilance performance metric during tDCS applications.
Committee
Jennie Gallimore, PhD (Advisor)
Andy McKinley, PhD (Committee Member)
David Reynolds, PhD (Committee Member)
Pages
146 p.
Subject Headings
Biomedical Engineering
;
Psychology
Keywords
transcranial direct current stimulation
;
transcranial doppler
;
vigilance
;
sustained attention
;
cerebral blood flow
;
cognitive enhancement
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Citations
Bridges, N. R. (2011).
Predicting Vigilance Performance Under Transcranial Direct Current Stimulation
[Master's thesis, Wright State University]. OhioLINK Electronic Theses and Dissertations Center. http://rave.ohiolink.edu/etdc/view?acc_num=wright1309616451
APA Style (7th edition)
Bridges, Nathaniel.
Predicting Vigilance Performance Under Transcranial Direct Current Stimulation.
2011. Wright State University, Master's thesis.
OhioLINK Electronic Theses and Dissertations Center
, http://rave.ohiolink.edu/etdc/view?acc_num=wright1309616451.
MLA Style (8th edition)
Bridges, Nathaniel. "Predicting Vigilance Performance Under Transcranial Direct Current Stimulation." Master's thesis, Wright State University, 2011. http://rave.ohiolink.edu/etdc/view?acc_num=wright1309616451
Chicago Manual of Style (17th edition)
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Document number:
wright1309616451
Download Count:
644
Copyright Info
© 2011, all rights reserved.
This open access ETD is published by Wright State University and OhioLINK.