A Survey on the Application of Virtual Reality in Event-Related Potential Research

被引：1
作者：
Marochko, Vladimir [1 ]
Reilly, Richard [2 ]
McDonnell, Rachel [3 ]
Longo, Luca [1 ]
机构：
[1] Technol Univ Dublin, Appl Intelligence Res Ctr, Sch Comp Sci, Artificial Intelligence & Cognit Load Res Lab, Dublin, Ireland
[2] Univ Dublin, Trinity Coll Dublin, Sch Med, Inst Neurosci, Dublin, Ireland
[3] Univ Dublin, Trinity Coll, Sch Comp Sci & Stat, Dublin, Ireland
来源：
MACHINE LEARNING AND KNOWLEDGE EXTRACTION, CD-MAKE 2022 | 2022年 / 13480卷
基金：
爱尔兰科学基金会;
关键词：
Event-related potentials; Virtual reality; Survey; EEG; ENVIRONMENT;
D O I：
10.1007/978-3-031-14463-9_17
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Virtual reality (VR) is getting traction in many contexts, allowing users to have a real-life experience in a virtual world. However, its application in the field of Neuroscience, and above all probing newer activity with the analysis of electroencephalographic (EEG) event-related potentials (ERP) is underexplored. This article reviews the state-of-the-art applications of virtual reality in ERP research, analysing current ways to integrate Head-Mounted Displays (HMD) with EEG head-sets for deploying ecologically valid experiments. It also identifies which ERP components are appropriate in VR settings, along with their paradigms, the technical configurations of the experiments conducted, and the reliability of the findings. Finally, the article synthesises this survey, providing recommendations to practitioners and scholars.
引用
收藏
页码：256 / 269
页数：14
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