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 …

[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 …

Temporally constrained sparse group spatial patterns for motor imagery BCI

Y Zhang, CS Nam, G Zhou, J **… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
Common spatial pattern (CSP)-based spatial filtering has been most popularly applied to
electroencephalogram (EEG) feature extraction for motor imagery (MI) classification in brain …

Brain-computer interface for hands-free teleoperation of construction robots

Y Liu, M Habibnezhad, H Jebelli - Automation in Construction, 2021 - Elsevier
Recently, the use of collaborative robots has started to emerge at construction sites. Such
incorporation into these human-dominated environments can raise safety concerns as most …

A hybrid BCI system combining P300 and SSVEP and its application to wheelchair control

Y Li, J Pan, F Wang, Z Yu - IEEE Transactions on Biomedical …, 2013 - ieeexplore.ieee.org
In this paper, a hybrid brain-computer interface (BCI) system combining P300 and steady-
state visual evoked potential (SSVEP) is proposed to improve the performance of …

The hybrid BCI

G Pfurtscheller, BZ Allison, G Bauernfeind… - Frontiers in …, 2010 - frontiersin.org
Nowadays, everybody knows what a hybrid car is. A hybrid car normally has 2 engines, its
main purpose being to enhance energy efficiency and reduce CO2 output. Similarly, a …

Brain–computer interfaces: A gentle introduction

B Graimann, B Allison, G Pfurtscheller - Brain-computer interfaces …, 2010 - Springer
Abstract Stardate 3012.4: The USS Enterprise has been diverted from its original course to
meet its former captain Christopher Pike on Starbase 11. When Captain Jim Kirk and his …

A review of hybrid brain‐computer interface systems

S Amiri, R Fazel-Rezai… - Advances in Human …, 2013 - Wiley Online Library
Increasing number of research activities and different types of studies in brain‐computer
interface (BCI) systems show potential in this young research area. Research teams have …

Simultaneous acquisition of EEG and NIRS during cognitive tasks for an open access dataset

J Shin, A Von Lühmann, DW Kim, J Mehnert… - Scientific data, 2018 - nature.com
We provide an open access multimodal brain-imaging dataset of simultaneous
electroencephalography (EEG) and near-infrared spectroscopy (NIRS) recordings. Twenty …

A survey of sensor fusion methods in wearable robotics

D Novak, R Riener - Robotics and Autonomous Systems, 2015 - Elsevier
Modern wearable robots are not yet intelligent enough to fully satisfy the demands of end-
users, as they lack the sensor fusion algorithms needed to provide optimal assistance and …