Improved Sensor Based Human Activity Recognition via Hybrid Convolutional and Recurrent Neural Networks

2021 ◽  
Author(s):  
Sonia Perez-Gamboa ◽  
Qingquan Sun ◽  
Yan Zhang
Keyword(s):  
Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Recurrent Neural Networks ◽  
Human Activity Recognition

scholarly journals Harmonic Loss Function for Sensor-Based Human Activity Recognition Based on LSTM Recurrent Neural Networks

IEEE Access ◽  
2020 ◽  
Vol 8 ◽  
pp. 135617-135627
Author(s):  
Yue Hu ◽  
Xiao-Qing Zhang ◽  
Li Xu ◽  
Feng Xian He ◽  
Zhao Tian ◽  
...  
Keyword(s):  
Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Loss Function ◽  
Recurrent Neural Networks ◽  
Human Activity Recognition

Human Activity Recognition from Accelerometer with Convolutional and Recurrent Neural Networks

Polytechnica ◽  
2021 ◽  
Author(s):  
M. K. Serrão ◽  
G. de A. e Aquino ◽  
M. G. F. Costa ◽  
Cicero Ferreira Fernandes Costa Filho
Keyword(s):  
Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Recurrent Neural Networks ◽  
Human Activity Recognition
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