Analysis of functional brain connections for positive-negative emotions using phase locking value
Yasar Dasdemir1, Esen Yildirim2, Serdar Yildirim3
1Computer Engineering Department, Iskenderun Technical University, Hatay, Turkey.
Cognitive Neurodynamics
|November 18, 2017
Summary
This study reveals right hemisphere dominance in brain networks for processing emotions across various stimuli. Video content significantly influences emotional processing more than audio alone.
Area of Science:
- Neuroscience
- Cognitive Science
- Psychology
Background:
- Understanding brain networks is crucial for deciphering emotional processing.
- Functional connectivity studies reveal how different brain regions interact during emotional states.
Purpose of the Study:
- To investigate brain network activity during positive and negative emotions using different stimuli (audio, video, audio+video).
- To analyze functional connectivity in theta and alpha bands using phase locking value (PLV).
Main Methods:
- Utilized phase locking value (PLV) to measure functional connectivity in theta and alpha frequency bands.
- Analyzed brain network activity during positive, negative, and neutral emotional states.
- Employed ANOVA to compare stimulus types (audio only, video only, audio+video).
Main Results:
- Demonstrated significant right hemispheric lateralization in phase synchronization for all emotions.
- Identified left frontal electrodes' control over emotional functional connectivity.
- Observed significant inter-hemisphere phase locking between frontal regions.
- Found stimulus types not separable for high-valence emotions.
- PLV values differed significantly for negative/neutral emotions between audio/video and audio+video stimuli.
Conclusions:
- Right hemisphere plays a dominant role in emotional processing.
- Video content appears to be the most impactful component of multimodal emotional stimuli.
- Functional connectivity patterns differ based on emotion valence and stimulus type.
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