Evaluation of Machine Learning Algorithms for Classification of Visual Stimulation-Induced EEG Signals in 2D and 3D VR Videos

Evaluation of Machine Learning Algorithms for Classification of Visual Stimulation-Induced EEG Signals in 2D and 3D VR Videos

Backgrounds: Virtual reality (VR) has become a transformative technology with applications in gaming, education, healthcare, and psychotherapy. The subjective experiences in VR vary based on the virtual environment’s characteristics, and electroencephalography (EEG) is instrumental in assessing thes...

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Bibliographic Details
Main Authors: Mingliang Zuo, Xiaoyu Chen, Li Sui
Format: Article
Language:English
Published: MDPI AG 2025-01-01
Series:Brain Sciences
Subjects:
machine learning
virtual reality
power spectral density
common spatial patterns
random forests
Online Access:https://www.mdpi.com/2076-3425/15/1/75
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