Physical principles of brain–computer interfaces and their applications for rehabilitation, robotics and control of human brain states

AE Hramov, VA Maksimenko, AN Pisarchik - Physics Reports, 2021 - Elsevier
Brain–computer interfaces (BCIs) development is closely related to physics. In this paper, we
review the physical principles of BCIs, and underlying novel approaches for registration …

Brain‐computer interfaces for post‐stroke motor rehabilitation: a meta‐analysis

MA Cervera, SR Soekadar, J Ushiba… - Annals of clinical …, 2018 - Wiley Online Library
Brain‐computer interfaces (BCI s) can provide sensory feedback of ongoing brain
oscillations, enabling stroke survivors to modulate their sensorimotor rhythms purposefully …

[HTML][HTML] Review on motor imagery based BCI systems for upper limb post-stroke neurorehabilitation: From designing to application

MA Khan, R Das, HK Iversen… - Computers in biology and …, 2020 - Elsevier
Strokes are a growing cause of mortality and many stroke survivors suffer from motor
impairment as well as other types of disabilities in their daily life activities. To treat these …

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 …

A systematic review and meta-analysis of the effectiveness of body ownership illusions in virtual reality

A Mottelson, A Muresan, K Hornbæk… - ACM Transactions on …, 2023 - dl.acm.org
Body ownership illusions (BOIs) occur when participants experience that their actual body is
replaced by a body shown in virtual reality (VR). Based on a systematic review of the …

Brain-computer interface-based humanoid control: A review

V Chamola, A Vineet, A Nayyar, E Hossain - Sensors, 2020 - mdpi.com
A Brain-Computer Interface (BCI) acts as a communication mechanism using brain signals
to control external devices. The generation of such signals is sometimes independent of the …

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 …

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 …