Mind the gap: State-of-the-art technologies and applications for EEG-based brain–computer interfaces
Brain–computer interfaces (BCIs) provide bidirectional communication between the brain
and output devices that translate user intent into function. Among the different brain imaging …
and output devices that translate user intent into function. Among the different brain imaging …
EEG-based BCIs on motor imagery paradigm using wearable technologies: a systematic review
In recent decades, the automatic recognition and interpretation of brain waves acquired by
electroencephalographic (EEG) technologies have undergone remarkable growth, leading …
electroencephalographic (EEG) technologies have undergone remarkable growth, leading …
A wearable EEG instrument for real-time frontal asymmetry monitoring in worker stress analysis
A highly wearable single-channel instrument, conceived with off-the-shelf components and
dry electrodes, is proposed for detecting human stress in real time by …
dry electrodes, is proposed for detecting human stress in real time by …
Wireless and wearable EEG system for evaluating driver vigilance
Brain activity associated with attention sustained on the task of safe driving has received
considerable attention recently in many neurophysiological studies. Those investigations …
considerable attention recently in many neurophysiological studies. Those investigations …
The use of multivariate EMD and CCA for denoising muscle artifacts from few-channel EEG recordings
Electroencephalography (EEG) recordings are often contaminated by muscle artifacts. In the
literature, a number of methods have been proposed to deal with this problem. Yet most …
literature, a number of methods have been proposed to deal with this problem. Yet most …
EEG-based detection of emotional valence towards a reproducible measurement of emotions
A methodological contribution to a reproducible Measurement of Emotions for an EEG-
based system is proposed. Emotional Valence detection is the suggested use case. Valence …
based system is proposed. Emotional Valence detection is the suggested use case. Valence …
Wearable brain–computer interface instrumentation for robot-based rehabilitation by augmented reality
An instrument for remote control of the robot by wearable brain-computer interface (BCI) is
proposed for rehabilitating children with attention-deficit/hyperactivity disorder (ADHD) …
proposed for rehabilitating children with attention-deficit/hyperactivity disorder (ADHD) …
A survey on EEG-based solutions for emotion recognition with a low number of channels
The market uptake of Brain-Computer Interface technologies for clinical and non-clinical
applications is attracting the scientific world towards the development of daily-life wearable …
applications is attracting the scientific world towards the development of daily-life wearable …
3-D CNN-based multichannel contrastive learning for Alzheimer's disease automatic diagnosis
J Li, Y Wei, C Wang, Q Hu, Y Liu… - IEEE Transactions on …, 2022 - ieeexplore.ieee.org
Alzheimer's disease (AD) is a common progressive neurodegenerative disease in the
elderly. Mild cognitive impairment (MCI) is the symptomatic predementia stage of AD …
elderly. Mild cognitive impairment (MCI) is the symptomatic predementia stage of AD …
Independent vector analysis applied to remove muscle artifacts in EEG data
X Chen, H Peng, F Yu, K Wang - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Electroencephalogram (EEG) data are often contaminated by various electrophysiological
artifacts. Among all these artifacts, the muscle activity is particularly difficult to remove. In the …
artifacts. Among all these artifacts, the muscle activity is particularly difficult to remove. In the …