A comprehensive review of EEG-based brain–computer interface paradigms

R Abiri, S Borhani, EW Sellers, Y Jiang… - Journal of neural …, 2019 - iopscience.iop.org
Advances in brain science and computer technology in the past decade have led to exciting
developments in brain–computer interface (BCI), thereby making BCI a top research area in …

Brain computer interface based applications for training and rehabilitation of students with neurodevelopmental disorders. A literature review

G Papanastasiou, A Drigas, C Skianis, M Lytras - Heliyon, 2020 - cell.com
The aim of this article is to explore a paradigm shift on Brain Computer Interface (BCI)
research, as well as on intervention best practices for training and rehabilitation of students …

Brain computer interface: control signals review

RA Ramadan, AV Vasilakos - Neurocomputing, 2017 - Elsevier
Abstract Brain Computer Interface (BCI) is defined as a combination of hardware and
software that allows brain activities to control external devices or even computers. The …

Riemannian geometry for EEG-based brain-computer interfaces; a primer and a review

M Congedo, A Barachant, R Bhatia - Brain-Computer Interfaces, 2017 - Taylor & Francis
Despite its short history, the use of Riemannian geometry in brain-computer interface (BCI)
decoding is currently attracting increasing attention, due to accumulating documentation of …

Systematic review on resting‐state EEG for Alzheimer's disease diagnosis and progression assessment

R Cassani, M Estarellas, R San-Martin… - Disease …, 2018 - Wiley Online Library
Alzheimer's disease (AD) is a neurodegenerative disorder that accounts for nearly 70% of
the more than 46 million dementia cases estimated worldwide. Although there is no cure for …

[HTML][HTML] Progress in brain computer interface: Challenges and opportunities

S Saha, KA Mamun, K Ahmed, R Mostafa… - Frontiers in systems …, 2021 - frontiersin.org
Brain computer interfaces (BCI) provide a direct communication link between the brain and a
computer or other external devices. They offer an extended degree of freedom either by …

[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 …

Plug-and-play domain adaptation for cross-subject EEG-based emotion recognition

LM Zhao, X Yan, BL Lu - Proceedings of the AAAI conference on …, 2021 - ojs.aaai.org
Human emotion decoding in affective brain-computer interfaces suffers a major setback due
to the inter-subject variability of electroencephalography (EEG) signals. Existing approaches …

Neurotechnologies for human cognitive augmentation: current state of the art and future prospects

C Cinel, D Valeriani, R Poli - Frontiers in human neuroscience, 2019 - frontiersin.org
Recent advances in neuroscience have paved the way to innovative applications that
cognitively augment and enhance humans in a variety of contexts. This paper aims at …

The Berlin brain-computer interface: progress beyond communication and control

B Blankertz, L Acqualagna, S Dähne, S Haufe… - Frontiers in …, 2016 - frontiersin.org
The combined effect of fundamental results about neurocognitive processes and
advancements in decoding mental states from ongoing brain signals has brought forth a …