Memristive Hopfield neural network dynamics with heterogeneous activation functions and its application
Activation functions play a crucial in emulating biological neurons within artificial neural
networks. However, the exploration of neural networks composed of various activation …
networks. However, the exploration of neural networks composed of various activation …
Impact of Post-Covid-19 on driver behaviour: A perspective towards pandemic-sustained transportation
Introduction With the announcement of novel Coronavirus disease 2019 (Covid-19) as a
pandemic by World Health Organization (WHO) in March 2020, the whole world went into a …
pandemic by World Health Organization (WHO) in March 2020, the whole world went into a …
Human-machine shared driving: Challenges and future directions
Distraction, misjudgement and driving mistakes can significantly affect a driver, resulting in
an increased risk of accidents. There are diverse factors that can cause mistakes in driving …
an increased risk of accidents. There are diverse factors that can cause mistakes in driving …
Cognitive effects of prolonged continuous human-machine interaction: The case for mental state-based adaptive interfaces
Operators of complex systems across multiple domains (eg, aviation, automotive, and
nuclear power industry) are required to perform their tasks over prolonged and continuous …
nuclear power industry) are required to perform their tasks over prolonged and continuous …
CSF-GTNet: A novel multi-dimensional feature fusion network based on Convnext-GeLU-BiLSTM for EEG-signals-enabled fatigue driving detection
D Gao, P Li, M Wang, Y Liang, S Liu… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
Electroencephalography (EEG) signal has been recognized as an effective fatigue detection
method, which can intuitively reflect the drivers' mental state. However, the research on multi …
method, which can intuitively reflect the drivers' mental state. However, the research on multi …
Validity of facial features' geometric measurements for real-time assessment of mental fatigue in construction equipment operators
Operating construction equipment for extended periods of time may lead to mental fatigue
and, as a result, an increased risk of human error-related accidents and jeopardized health …
and, as a result, an increased risk of human error-related accidents and jeopardized health …
Automatic driver cognitive fatigue detection based on upper body posture variations
Driver cognitive fatigue can significantly affect driving and may lead to fatal accidents. In this
regard, automatic detection of underload driver cognitive fatigue based on upper body …
regard, automatic detection of underload driver cognitive fatigue based on upper body …
Fusion of EEG and eye blink analysis for detection of driver fatigue
M Shahbakhti, M Beiramvand, E Nasiri… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
Objective: The driver fatigue detection using multi-channel electroencephalography (EEG)
has been extensively addressed in the literature. However, the employment of a single …
has been extensively addressed in the literature. However, the employment of a single …
Real-time fatigue driving detection system based on multi-module fusion
H Jia, Z Xiao, P Ji - Computers & Graphics, 2022 - Elsevier
Fatigue driving is an important cause of traffic accidents, so it is particularly important to
achieve effective fatigue driving detection. The current fatigue driving detection algorithm …
achieve effective fatigue driving detection. The current fatigue driving detection algorithm …
A hybrid driver fatigue and distraction detection model using AlexNet based on facial features
S Anber, W Alsaggaf, W Shalash - Electronics, 2022 - mdpi.com
Modern cities have imposed a fast-paced lifestyle where more drivers on the road suffer from
fatigue and sleep deprivation. Consequently, road accidents have increased, becoming one …
fatigue and sleep deprivation. Consequently, road accidents have increased, becoming one …