A systematic review of wearable biosensor usage in immersive virtual reality experiences

H Guillen-Sanz, D Checa, I Miguel-Alonso, A Bustillo - Virtual Reality, 2024 - Springer
Wearable biosensors are increasingly incorporated in immersive Virtual Reality (iVR)
applications. A trend that is attributed to the availability of better quality, less costly, and …

Neural applications using immersive virtual reality: a review on EEG studies

JW Choi, H Kwon, J Choi, N Kaongoen… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
Recent advancements in immersive virtual reality head-mounted displays allowed users to
better engage with simulated graphical environments. Having the screen egocentrically …

Classification of motor imagery EEG using deep learning increases performance in inefficient BCI users

N Tibrewal, N Leeuwis, M Alimardani - Plos one, 2022 - journals.plos.org
Motor Imagery Brain-Computer Interfaces (MI-BCIs) are AI-driven systems that capture brain
activity patterns associated with mental imagination of movement and convert them into …

Virtual reality for car-detailing skill development: Learning outcomes of procedural accuracy and performance quality predicted by VR self-efficacy, VR using anxiety …

KH Tai, JC Hong, CR Tsai, CZ Lin, YH Hung - Computers & Education, 2022 - Elsevier
While virtual reality (VR) training has been used in many examples of specialized skills
training, its learning effect has also been explored with a focus on gross motor performance …

The effect of combining action observation in virtual reality with kinesthetic motor imagery on cortical activity

K Lakshminarayanan, R Shah, SR Daulat… - Frontiers in …, 2023 - frontiersin.org
Introduction In the past, various techniques have been used to improve motor imagery (MI),
such as immersive virtual-reality (VR) and kinesthetic rehearsal. While …

Progressive training for motor imagery brain-computer interfaces using gamification and virtual reality embodiment

F Škola, S Tinková, F Liarokapis - Frontiers in human neuroscience, 2019 - frontiersin.org
This paper presents a gamified motor imagery brain-computer interface (MI-BCI) training in
immersive virtual reality. The aim of the proposed training method is to increase …

Observing actions through immersive virtual reality enhances motor imagery training

JW Choi, BH Kim, S Huh, S Jo - IEEE Transactions on Neural …, 2020 - ieeexplore.ieee.org
Visual information plays an essential role in enhancing neural activity during mental
practices. Previous research has shown that using different visual scenarios during mental …

Improving performance in motor imagery BCI-based control applications via virtually embodied feedback

JW Choi, S Huh, S Jo - Computers in Biology and Medicine, 2020 - Elsevier
Abstract Objective Brain-computer interfaces (BCIs) based on motor imagery (MI) are
commonly used for control applications. However, these applications require strong and …

A systematic rank of smart training environment applications with motor imagery brain-computer interface

ZT Al-Qaysi, MA Ahmed, NM Hammash… - Multimedia Tools and …, 2023 - Springer
Abstract Brain-Computer Interface (BCI) research is considered one of the significant
interdisciplinary fields. It assists people with severe motor disabilities to recover and improve …

Improving motor imagery-based brain-computer interface performance based on sensory stimulation training: an approach focused on poorly performing users

S Park, J Ha, DH Kim, L Kim - Frontiers in Neuroscience, 2021 - frontiersin.org
The motor imagery (MI)-based brain-computer interface (BCI) is an intuitive interface that
provides control over computer applications directly from brain activity. However, it has …