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Past, present, and future of EEG-based BCI applications
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 …
provides a pathway between the brain and external devices by interpreting EEG. EEG …
A comprehensive review of EEG-based brain–computer interface paradigms
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 …
developments in brain–computer interface (BCI), thereby making BCI a top research area in …
Generative adversarial networks-based data augmentation for brain–computer interface
The performance of a classifier in a brain-computer interface (BCI) system is highly
dependent on the quality and quantity of training data. Typically, the training data are …
dependent on the quality and quantity of training data. Typically, the training data are …
Hybrid brain–computer interface techniques for improved classification accuracy and increased number of commands: a review
In this article, non-invasive hybrid brain–computer interface (hBCI) technologies for
improving classification accuracy and increasing the number of commands are reviewed …
improving classification accuracy and increasing the number of commands are reviewed …
Tensor-cspnet: A novel geometric deep learning framework for motor imagery classification
Deep learning (DL) has been widely investigated in a vast majority of applications in
electroencephalography (EEG)-based brain–computer interfaces (BCIs), especially for …
electroencephalography (EEG)-based brain–computer interfaces (BCIs), especially for …
Brain-computer interface control in a virtual reality environment and applications for the internet of things
Brain-computer interfaces (BCIs) have enabled individuals to control devices, such as
spellers, robotic arms, drones, and wheelchairs, but often these BCI applications are …
spellers, robotic arms, drones, and wheelchairs, but often these BCI applications are …
[HTML][HTML] The evolution of neuromodulation for chronic stroke: from neuroplasticity mechanisms to brain-computer interfaces
Stroke is one of the most common and debilitating neurological conditions worldwide. Those
who survive experience motor, sensory, speech, vision, and/or cognitive deficits that …
who survive experience motor, sensory, speech, vision, and/or cognitive deficits that …
AI-based epileptic seizure detection and prediction in internet of healthcare things: a systematic review
Epilepsy is a neurological condition affecting around 50 million individuals worldwide,
reported by the World Health Organization. This is identified as a hypersensitive disease by …
reported by the World Health Organization. This is identified as a hypersensitive disease by …
Noninvasive brain-computer interface enables communication after brainstem stroke
Brain-computer interfaces (BCIs) provide communication that is independent of muscle
control, and can be especially important for individuals with severe neuromuscular disease …
control, and can be especially important for individuals with severe neuromuscular disease …
Defining surgical terminology and risk for brain computer interface technologies
With the emergence of numerous brain computer interfaces (BCI), their form factors, and
clinical applications the terminology to describe their clinical deployment and the associated …
clinical applications the terminology to describe their clinical deployment and the associated …