Sleep Behavior Detection Based on Pseudo-3D Convolutional Neural Network and Attention Mechanism
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3201496
Abstract: Good sleep quality is very important for everyone to protect physical and mental health. People’s sleep behavior at night reflects their sleep status. In this paper, we propose a method to detect people’s sleep behavior… read more here.
Keywords: attention mechanism; neural network; network; sleep behavior ... See more keywords
Multi-ResAtt: Multilevel Residual Network With Attention for Human Activity Recognition Using Wearable Sensors
Sign Up to like & getrecommendations! Published in 2023 at "IEEE Transactions on Industrial Informatics"
DOI: 10.1109/tii.2022.3165875
Abstract: Human activity recognition (HAR) applications have received much attention due to their necessary implementations in various domains, including Industry 5.0 applications such as smart homes, e-health, and various Internet of Things applications. Deep learning (DL)… read more here.
Keywords: attention; network attention; activity recognition; multi resatt ... See more keywords
Early Fault Detection Method of Rolling Bearing Based on MCNN and GRU Network with an Attention Mechanism
Sign Up to like & getrecommendations! Published in 2021 at "Shock and Vibration"
DOI: 10.1155/2021/6660243
Abstract: Aiming at the problem of early fault diagnosis of rolling bearing, an early fault detection method of rolling bearing based on a multiscale convolutional neural network and gated recurrent unit network with attention mechanism (MCNN-AGRU)… read more here.
Keywords: fault; method; network attention; rolling bearing ... See more keywords