Different smartphone tasks and traffic complexity affect pedestrian awareness of co-existing road objects and cerebral oxygenation during shared space walking
MIB Lin, SW Cheng - Transportation research part F: traffic psychology and …, 2024 - Elsevier
Distraction, primarily owing to the widespread use of cell phones and mobile devices while
walking, is a contributing factor to pedestrian injuries. Pedestrians distracted by …
walking, is a contributing factor to pedestrian injuries. Pedestrians distracted by …
Using Multimodal Methods and Machine Learning to Recognize Mental Workload: Distinguishing Between Underload, Moderate Load, and Overload
Z Jiang, X Li, L Ge, J Xu, Y Lu, Y Zhang… - International Journal of …, 2024 - Taylor & Francis
Mental workload recognition is of great significance in preventing human errors and
accidents. This study constructed a multimodal recognition scheme to recognize three …
accidents. This study constructed a multimodal recognition scheme to recognize three …
Enhancing Cognitive Workload Classification Using Integrated LSTM Layers and CNNs for fNIRS Data Analysis
Functional near-infrared spectroscopy (fNIRS) is employed as a non-invasive method to
monitor functional brain activation by capturing changes in the concentrations of oxygenated …
monitor functional brain activation by capturing changes in the concentrations of oxygenated …
Towards Ecological Measurement of Complex Cognitive Processes: Functional-Near Infrared Spectroscopy of Brain Activity During Reading
Functional magnetic resonance imaging (fMRI) has provided unparalleled insights into the
fundamental neural mechanisms governing human cognition, including complex processes …
fundamental neural mechanisms governing human cognition, including complex processes …