A comprehensive review on critical issues and possible solutions of motor imagery based electroencephalography brain-computer interface
Motor imagery (MI) based brain–computer interface (BCI) aims to provide a means of
communication through the utilization of neural activity generated due to kinesthetic …
communication through the utilization of neural activity generated due to kinesthetic …
[HTML][HTML] A survey on robots controlled by motor imagery brain-computer interfaces
J Zhang, M Wang - Cognitive Robotics, 2021 - Elsevier
A brain-computer interface (BCI) can provide a communication approach conveying brain
information to the outside. Especially, the BCIs based on motor imagery play the important …
information to the outside. Especially, the BCIs based on motor imagery play the important …
A brain–computer interface based on miniature-event-related potentials induced by very small lateral visual stimuli
Goal: Traditional visual brain–computer interfaces (BCIs) preferred to use large-size stimuli
to attract the user's attention and elicit distinct electroencephalography (EEG) features …
to attract the user's attention and elicit distinct electroencephalography (EEG) features …
Dynamic joint domain adaptation network for motor imagery classification
Electroencephalogram (EEG) has been widely used in brain computer interface (BCI) due to
its convenience and reliability. The EEG-based BCI applications are majorly limited by the …
its convenience and reliability. The EEG-based BCI applications are majorly limited by the …
A brain-actuated robotic arm system using non-invasive hybrid brain–computer interface and shared control strategy
Objective. The electroencephalography (EEG)-based brain–computer interfaces (BCIs) have
been used in the control of robotic arms. The performance of non-invasive BCIs may not be …
been used in the control of robotic arms. The performance of non-invasive BCIs may not be …
Improving motor imagery-based brain-computer interface performance based on sensory stimulation training: an approach focused on poorly performing users
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 …
provides control over computer applications directly from brain activity. However, it has …
Evaluation of EEG oscillatory patterns and classification of compound limb tactile imagery
Objective: The purpose of this study was to investigate the cortical activity and digit
classification performance during tactile imagery (TI) of a vibratory stimulus at the index …
classification performance during tactile imagery (TI) of a vibratory stimulus at the index …
Performance variation of a somatosensory BCI based on imagined sensation: a large population study
A proportion of users cannot achieve adequate brain-computer interface (BCI) control. The
diversity of BCI modalities provides a way to solve this emerging issue. Here, we investigate …
diversity of BCI modalities provides a way to solve this emerging issue. Here, we investigate …
A review of EEG-based brain-computer interface systems design
A brain-computer interface (BCI) system can recognize the mental activities pattern by
computer algorithms to control the external devices. Electroencephalogram (EEG) is one of …
computer algorithms to control the external devices. Electroencephalogram (EEG) is one of …
Event-related desynchronization induced by tactile imagery: An EEG study
It is well known that both hand movements and mental representations of movement lead to
event-related desynchronization (ERD) of the electroencephalogram (EEG) recorded over …
event-related desynchronization (ERD) of the electroencephalogram (EEG) recorded over …