DocumentCode :
3601716
Title :
Age Effect in Human Brain Responses to Emotion Arousing Images: The EEG 3D-Vector Field Tomography Modeling Approach
Author :
Papadaniil, Chrysa D. ; Kosmidou, Vasiliki E. ; Tsolaki, Anthoula C. ; Hadjileontiadis, Leontios J. ; Tsolaki, Magda ; Yiannis Kompatsiaris, Ioannis
Author_Institution :
Dept. of Electr. & Comput. Eng., Aristotle Univ. of Thessaloniki, Thessaloniki, Greece
Volume :
7
Issue :
3
fYear :
2015
Firstpage :
223
Lastpage :
235
Abstract :
Understanding of the brain responses to emotional stimulation remains a great challenge. Studies on the aging effect in neural activation report controversial results. In this paper, pictures of two classes of facial affect, i.e., anger and fear, were presented to young and elderly participants. High-density 256-channel EEG data were recorded and an innovative methodology was used to map the activated brain state at the N170 event-related potential component. The methodology, namely 3D Vector Field Tomography, reconstructs the electrostatic field within the head volume and requires no prior modeling of the individual´s brain. Results showed that the elderly exhibited greater N170 amplitudes, while age-based differences were also observed in the topographic distribution of the EEG recordings at the N170 component. The brain activation analysis was performed by adopting a set of regions of interest. Results on the maximum activation area appeared to be emotion-specific; the anger emotional conditions induced the maximum activation in the inferior frontal gyrus, while fear activated more the superior temporal gyrus. The approach used here shows the potential of the proposed computational model to reveal the age effect on the brain activation upon emotion arousing images, which could be further transferred to the design of assistive clinical applications.
Keywords :
biomedical imaging; electroencephalography; EEG 3D-vector field tomography modeling approach; N170 component; activated brain state; age effect; anger emotional condition; brain activation analysis; electroencephalography; electrostatic field reconstruction; emotion arousing image; emotional stimulation; facial affect; high-density EEG data; human brain response; inferior frontal gyrus; maximum activation area; neural activation; superior temporal gyrus; topographic EEG record distribution; Brain modeling; Electric potential; Electroencephalography; Tomography; Age effect; HD EEG; brain imaging; emotional stimuli; vector field tomography;
fLanguage :
English
Journal_Title :
Autonomous Mental Development, IEEE Transactions on
Publisher :
ieee
ISSN :
1943-0604
Type :
jour
DOI :
10.1109/TAMD.2015.2416977
Filename :
7072510
Link To Document :
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