Human mental workload: A survey and a novel inclusive definition
L Longo, CD Wickens, G Hancock… - Frontiers in …, 2022 - frontiersin.org
Human mental workload is arguably the most invoked multidimensional construct in Human
Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics …
Factors and Ergonomics, getting momentum also in Neuroscience and Neuroergonomics …
An EEG-based brain cognitive dynamic recognition network for representations of brain fatigue
P Li, Y Zhang, S Liu, L Lin, H Zhang, T Tang… - Applied Soft Computing, 2023 - Elsevier
Fatigue driving will seriously threaten public safety and health, so monitoring the brain's
cognitive state accurately and exploring the fatigue process is essential. This paper …
cognitive state accurately and exploring the fatigue process is essential. This paper …
Neurophysiological assessment of an innovative maritime safety system in terms of ship operators' mental workload, stress, and attention in the full mission bridge …
The current industrial environment relies heavily on maritime transportation. Despite the
continuous technological advances for the development of innovative safety software and …
continuous technological advances for the development of innovative safety software and …
Cross-task mental workload recognition based on EEG tensor representation and transfer learning
The accurate evaluation of mental workload of operators in human machine systems is of
great significance in ensuring the safety of operators and the correct execution of tasks …
great significance in ensuring the safety of operators and the correct execution of tasks …
An fNIRS-based dynamic functional connectivity analysis method to signify functional neurodegeneration of Parkinson's disease
J Lu, X Zhang, Y Wang, Y Cheng, Z Shu… - … on Neural Systems …, 2023 - ieeexplore.ieee.org
Parkinson's disease (PD) is a prevalent brain disorder, and PD diagnosis is crucial for
treatment. Existing methods for PD diagnosis are mainly focused on behavior analysis, while …
treatment. Existing methods for PD diagnosis are mainly focused on behavior analysis, while …
Topological EEG-based functional connectivity analysis for mental workload state recognition
Mental workload (MWL) assessment is crucial in fatigue evaluation applications to avoid
potential health problems or serious accidents. This article proposes an MWL recognition …
potential health problems or serious accidents. This article proposes an MWL recognition …
Cognitive reorganization due to mental workload: A functional connectivity analysis based on working memory paradigms
Mental workload has a major effect on the individual's performance in most real-world tasks,
which can lead to significant errors in critical operations. On this premise, the analysis and …
which can lead to significant errors in critical operations. On this premise, the analysis and …
Fusion of spatial, temporal, and spectral EEG signatures improves multilevel cognitive load prediction
Y Liu, Y Yu, Z Ye, M Li, Y Zhang, Z Zhou… - … on Human-Machine …, 2023 - ieeexplore.ieee.org
Cognitive load prediction is one of the most important issues in the nascent field of
neuroergonomics, and it has significant value in real-world applications. Most of the …
neuroergonomics, and it has significant value in real-world applications. Most of the …
LGNet: Learning local–global EEG representations for cognitive workload classification in simulated flights
Y Wang, M Han, Y Peng, R Zhao, D Fan, X Meng… - … Signal Processing and …, 2024 - Elsevier
Cognitive workload assessment is crucial for ensuring pilots' safety during flights.
Electroencephalography (EEG) is a promising tool for monitoring cognitive workload …
Electroencephalography (EEG) is a promising tool for monitoring cognitive workload …
Identifying stable EEG patterns over time for mental workload recognition using transfer DS-CNN framework
L Jin, H Qu, L Pang, Z Zhang, Z Lyu - Biomedical Signal Processing and …, 2024 - Elsevier
Abstract Timely evaluating operator Mental Workload (MW) levels in human–computer
interaction helps to assign tasks legitimately and guarantee safety and efficiency at the same …
interaction helps to assign tasks legitimately and guarantee safety and efficiency at the same …