EEG-based brain-computer interfaces (BCIs): A survey of recent studies on signal sensing technologies and computational intelligence approaches and their …
Brain-Computer interfaces (BCIs) enhance the capability of human brain activities to interact
with the environment. Recent advancements in technology and machine learning algorithms …
with the environment. Recent advancements in technology and machine learning algorithms …
A systematic review on hybrid EEG/fNIRS in brain-computer interface
As a relatively new field of neurology and computer science, brain computer interface (BCI)
has many established and burgeoning applications across scientific disciplines. Many …
has many established and burgeoning applications across scientific disciplines. Many …
Multi-channel EEG recordings during a sustained-attention driving task
We describe driver behaviour and brain dynamics acquired from a 90-minute sustained-
attention task in an immersive driving simulator. The data included 62 sessions of 32 …
attention task in an immersive driving simulator. The data included 62 sessions of 32 …
A graph theory-based modeling of functional brain connectivity based on EEG: a systematic review in the context of neuroergonomics
Graph theory analysis, a mathematical approach, has been applied in brain connectivity
studies to explore the organization of network patterns. The computation of graph theory …
studies to explore the organization of network patterns. The computation of graph theory …
Assessing the development of mental fatigue during simulated flights with concurrent EEG-fNIRS measurement
Mental fatigue (MF) can impair pilots' performance and reactions to unforeseen events and
is therefore an important concept within aviation. The physiological measurement of MF …
is therefore an important concept within aviation. The physiological measurement of MF …
[HTML][HTML] Neural mechanisms of mental fatigue revisited: New insights from the brain connectome
Maintaining sustained attention during a prolonged cognitive task often comes at a cost:
high levels of mental fatigue. Heuristically, mental fatigue refers to a feeling of tiredness or …
high levels of mental fatigue. Heuristically, mental fatigue refers to a feeling of tiredness or …
EEG-based driver drowsiness estimation using feature weighted episodic training
Drowsy driving is pervasive, and also a major cause of traffic accidents. Estimating a driver's
drowsiness level by monitoring the electroencephalogram (EEG) signal and taking …
drowsiness level by monitoring the electroencephalogram (EEG) signal and taking …
Hybrid EEG-fNIRS brain computer interface based on common spatial pattern by using EEG-informed general linear model
Hybrid brain–computer interfaces (BCI) utilizing the high temporal resolution of
electroencephalography (EEG) and the high spatial resolution of functional near-infrared …
electroencephalography (EEG) and the high spatial resolution of functional near-infrared …
How physical activities affect mental fatigue based on EEG energy, connectivity, and complexity
R Xu, C Zhang, F He, X Zhao, H Qi, P Zhou… - Frontiers in …, 2018 - frontiersin.org
Many studies have verified that there is an interaction between physical activities and mental
fatigue. However, few studies are focused on the effect of physical activities on mental …
fatigue. However, few studies are focused on the effect of physical activities on mental …
Investigating mental workload-induced changes in cortical oxygenation and frontal theta activity during simulated flights
Monitoring pilots' cognitive states becomes increasingly important in aviation. Physiological
measurement can detect increased mental workload (MWL) even before performance …
measurement can detect increased mental workload (MWL) even before performance …