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
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;
Journal_Title :
Biomedical Engineering, IEEE Transactions on
DOI :
10.1109/TBME.2006.885122