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Application of artificial intelligence techniques for brain–computer interface in mental fatigue detection: A systematic review (2011–2022)
Mental fatigue is a psychophysical condition with a significant adverse effect on daily life,
compromising both physical and mental wellness. We are experiencing challenges in this …
compromising both physical and mental wellness. We are experiencing challenges in this …
Fatigue factors and fatigue indices in SSVEP-based brain-computer interfaces: a systematic review and meta-analysis
Background Fatigue is a serious challenge when applying a steady-state visual evoked
potential (SSVEP)-based brain-computer interfaces (BCIs) in the real world. Many …
potential (SSVEP)-based brain-computer interfaces (BCIs) in the real world. Many …
Exploration of eye fatigue detection features and algorithm based on eye-tracking signal
W Sun, Y Wang, B Hu, Q Wang - Electronics, 2024 - mdpi.com
Eye fatigue has a fatiguing effect on the eye muscles, and eye movement performance is a
macroscopic response to the eye fatigue state. To detect and prevent the risk of eye fatigue …
macroscopic response to the eye fatigue state. To detect and prevent the risk of eye fatigue …
[HTML][HTML] Designing a practical fatigue detection system: A review on recent developments and challenges
Introduction Fatigue is considered to have a life-threatening effect on human health and it
has been an active field of research in different sectors. Deploying wearable physiological …
has been an active field of research in different sectors. Deploying wearable physiological …
Fatigue working detection based on facial multifeature fusion
Y Yi, H Zhang, W Zhang, Y Yuan, C Li - IEEE Sensors Journal, 2023 - ieeexplore.ieee.org
Working under fatigue states is not only inefficient but also brings a series of safety concerns
and health problems. This article presents a novel fatigue detection algorithm based on …
and health problems. This article presents a novel fatigue detection algorithm based on …
A multimodal approach to estimating vigilance in SSVEP-based BCI
Brain-computer interface (BCI) is a communication system that allows a direct connection
between the human brain and external devices, which is able to provide assistance and …
between the human brain and external devices, which is able to provide assistance and …
Improving SSVEP-BCI performance through repetitive anodal tDCS-based neuromodulation: insights from fractal EEG and brain functional connectivity
This study embarks on a comprehensive investigation of the effectiveness of repetitive
transcranial direct current stimulation (tDCS)-based neuromodulation in augmenting steady …
transcranial direct current stimulation (tDCS)-based neuromodulation in augmenting steady …
A regression method for EEG-based cross-dataset fatigue detection
Introduction: Fatigue is dangerous for certain jobs requiring continuous concentration. When
faced with new datasets, the existing fatigue detection model needs a large amount of …
faced with new datasets, the existing fatigue detection model needs a large amount of …
A generative adaptive convolutional neural network with attention mechanism for driver fatigue detection with class-imbalanced and insufficient data
Over the past few years, fatigue driving has emerged as one of the main causes of traffic
accidents, necessitating the development of driver fatigue detection systems. However …
accidents, necessitating the development of driver fatigue detection systems. However …
Human-computer interaction for brain-inspired computing based on machine learning and deep learning: A review
The continuous development of artificial intelligence has a profound impact on biomedicine
and other fields, providing new research ideas and technical methods. Brain-inspired …
and other fields, providing new research ideas and technical methods. Brain-inspired …