Explainable multiscale temporal convolutional neural network model for sleep stage detection based on electroencephalogram activities
Sign Up to like & getrecommendations! Published in 2025 at "Journal of Neural Engineering"
DOI: 10.1088/1741-2552/adb90c
Abstract: Objective. Humans spend a significant portion of their lives in sleep (an essential driver of body metabolism). Moreover, as sleep deprivation could cause various health complications, it is crucial to develop an automatic sleep stage… read more here.
Keywords: multiscale temporal; model; sleep stage; stage detection ... See more keywords
MTRFN: Multiscale Temporal Receptive Field Network for Compressed Video Action Recognition at Edge Servers
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Internet of Things Journal"
DOI: 10.1109/jiot.2022.3142759
Abstract: With the wide deployment of Internet of Things monitoring terminals, a tremendous number of videos are accumulated continuously. Big data processing and analysis-based action recognition has an increasingly important role in making cities simpler, better,… read more here.
Keywords: multiscale temporal; network; edge servers; action recognition ... See more keywords
Multiscale Temporal Convolutional Network-Based End-to-End Recognition of Drill-String Stick-Slip Vibration in Drilling Process
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DOI: 10.1109/tii.2024.3498096
Abstract: Severe drill-string vibration is a significant source of drilling problems. Most existing methods for vibration recognition rely on downhole data, facing great limitations in practice. In addition, complex and changeable formations result in limited ability… read more here.
Keywords: recognition; end end; network; multiscale temporal ... See more keywords