ANALYSIS OF THE CORRELATION BETWEEN EYES AND BRAIN ACTIVITIES IN RESPONSE TO MOVING VISUAL STIMULI

被引:16
|
作者
Ramamoorthy, Ramesh [1 ]
Menon, Avinash [2 ]
Rajagopal, Karthikeyan [3 ]
Frischer, Robert [4 ]
Namazi, Hamidreza [2 ,4 ]
机构
[1] Chennai Inst Technol, Ctr Artificial Intelligence, Chennai, Tamil Nadu, India
[2] Monash Univ, Sch Engn, Subang Jaya, Selangor, Malaysia
[3] Chennai Inst Technol, Ctr Nonlinear Syst, Chennai, Tamil Nadu, India
[4] Inst Technol & Business Ceske Budejovice, Ceske Budejovice, Czech Republic
关键词
Eye; Brain; Visual Stimuli; Complexity; Fractal Theory; Sample Entropy; Eye Movements; Electroencephalography (EEG) Signals; MOVEMENTS;
D O I
10.1142/S0218348X21502741
中图分类号
O1 [数学];
学科分类号
0701 ; 070101 ;
摘要
This paper analyzed the coupling among the reactions of eyes and brain in response to visual stimuli. Since eye movements and electroencephalography (EEG) signals as the features of eye and brain activities have complex patterns, we utilized fractal theory and sample entropy to decode the correlation between them. In the experiment, subjects looked at a dot that moved on different random paths (dynamic visual stimuli) on the screen of a computer in front of them while we recorded their EEG signals and eye movements simultaneously. The results indicated that the changes in the complexity of eye movements and EEG signals are coupled (r = -0.8043 in case of fractal dimension and r = -0.9259 in case of sample entropy), which reflects the coupling between the brain and eye activities. This analysis could be extended to evaluate the correlation between the activities of other organs versus the brain.
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页数:11
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