DocumentCode
833544
Title
Causal Influences in the Human Brain During Face Discrimination: A Short-Window Directed Transfer Function Approach
Author
Philiastides, M.G. ; Sajda, P.
Author_Institution
Dept. of Biomed. Eng., Columbia Univ., New York, NY
Volume
53
Issue
12
fYear
2006
Firstpage
2602
Lastpage
2605
Abstract
In this letter, we considered the application of parametric spectral analysis, namely a short-window directed transfer function (DTF) approach, to multichannel electroencephalography (EEG) data during a face discrimination task. We identified causal influences between occipitoparietal and centrofrontal electrode sites, the timing of which corresponded to previously reported EEG face-selective components. More importantly we present evidence that there are both feedforward and feedback influences, a finding that is in direct contrast to current computational models of perceptual discrimination and decision making which tend to favor a purely feedforward processing scheme
Keywords
biomedical electrodes; decision making; electroencephalography; face recognition; feedback; feedforward; medical signal processing; spectral analysis; transfer functions; EEG; causal influences; centrofrontal electrode site; decision making; face discrimination; feedback influences; feedforward influences; human brain; multichannel electroencephalography; occipitoparietal electrode site; parametric spectral analysis; perceptual discrimination; short-window directed transfer function approach; Brain modeling; Computational modeling; Electrodes; Electroencephalography; Face; Feedback; Humans; Spectral analysis; Timing; Transfer functions; Causal influences; directed transfer function (DTF); electroencephalography (EEG); face discrimination; feedback; feedforward; Algorithms; Brain Mapping; Computer Simulation; Discrimination Learning; Evoked Potentials, Visual; Face; Humans; Models, Neurological; Pattern Recognition, Visual; Visual Cortex;
fLanguage
English
Journal_Title
Biomedical Engineering, IEEE Transactions on
Publisher
ieee
ISSN
0018-9294
Type
jour
DOI
10.1109/TBME.2006.885122
Filename
4015617
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