A critical survey of eeg-based bci systems for applications in industrial internet of things

R Ajmeria, M Mondal, R Banerjee… - … Surveys & Tutorials, 2022 - ieeexplore.ieee.org
Industrial Internet of Things (IIoT) and its applications have seen a paradigm shift since the
advent of artificial intelligence and machine learning. However, these methods are mostly …

EEG-based brain-computer interfaces: a novel neurotechnology and computational intelligence method

CT Lin, YT Liu, SL Wu, Z Cao, YK Wang… - IEEE Systems, Man …, 2017 - ieeexplore.ieee.org
This article presents the latest BCI-related research done in our group. Our previous work
applied computational intelligence technology in BCIs to inspire detailed investigations of …

Status of deep learning for EEG-based brain–computer interface applications

KM Hossain, MA Islam, S Hossain, A Nijholt… - Frontiers in …, 2023 - frontiersin.org
In the previous decade, breakthroughs in the central nervous system bioinformatics and
computational innovation have prompted significant developments in brain–computer …

Toward EEG-based BCI applications for industry 4.0: Challenges and possible applications

K Douibi, S Le Bars, A Lemontey, L Nag… - Frontiers in Human …, 2021 - frontiersin.org
In the last few decades, Brain-Computer Interface (BCI) research has focused predominantly
on clinical applications, notably to enable severely disabled people to interact with the …

EEG-based brain-computer interfaces (BCIs): A survey of recent studies on signal sensing technologies and computational intelligence approaches and their …

X Gu, Z Cao, A Jolfaei, P Xu, D Wu… - … /ACM transactions on …, 2021 - ieeexplore.ieee.org
Brain-Computer interfaces (BCIs) enhance the capability of human brain activities to interact
with the environment. Recent advancements in technology and machine learning algorithms …

[PDF][PDF] A Systematic Review of Brain-Computer Interface Based EEG

SS Abdulwahab, HK Khleaf, MH Jassim… - Iraqi J. Electr. Electron …, 2020 - iasj.net
The futuristic age requires progress in handwork or even sub-machine dependency and
Brain-Computer Interface (BCI) provides the necessary BCI procession. As the article …

Past, present, and future of EEG-based BCI applications

K Värbu, N Muhammad, Y Muhammad - Sensors, 2022 - mdpi.com
An electroencephalography (EEG)-based brain–computer interface (BCI) is a system that
provides a pathway between the brain and external devices by interpreting EEG. EEG …

A review of artificial intelligence for EEG‐based brain− computer interfaces and applications

Z Cao - Brain Science Advances, 2020 - journals.sagepub.com
The advancement in neuroscience and computer science promotes the ability of the human
brain to communicate and interact with the environment, making brain–computer interface …

Review of machine learning techniques for EEG based brain computer interface

S Aggarwal, N Chugh - Archives of Computational Methods in …, 2022 - Springer
A brain computer interface (BCI) framework uses computer algorithms to detect mental
activity patterns and manipulate external devices. Because of its simplicity and non …

An efficient EEG signal classification technique for Brain–Computer Interface using hybrid Deep Learning

K Medhi, N Hoque, SK Dutta, MI Hussain - Biomedical Signal Processing …, 2022 - Elsevier
Differently-abled individuals always need support from others for their day-to-day activities.
Brain Computer Interface (BCI) has the potential to help those people in carrying out the …