Human locomotion activity recognition using spectral analysis and convolutional neural networks

2021 ◽  
Vol 16 (4) ◽  
pp. 350
Author(s):  
Ahmad Amer ◽  
Ze Ji
Keyword(s):  
Neural Networks ◽  
Spectral Analysis ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Locomotion ◽  
Locomotion Activity

Understanding the learning mechanism of convolutional neural networks in spectral analysis

2020 ◽  
Vol 1119 ◽  
pp. 41-51 ◽  
Author(s):  
Xiaolei Zhang ◽  
Jinfan Xu ◽  
Jie Yang ◽  
Li Chen ◽  
Haibo Zhou ◽  
...  
Keyword(s):  
Neural Networks ◽  
Spectral Analysis ◽  
Convolutional Neural Networks ◽  
Learning Mechanism

scholarly journals Human Activity Recognition with Convolutional Neural Networks

2019 ◽  
pp. 541-552 ◽  
Author(s):  
Antonio Bevilacqua ◽  
Kyle MacDonald ◽  
Aamina Rangarej ◽  
Venessa Widjaya ◽  
Brian Caulfield ◽  
...  
Keyword(s):  
Neural Networks ◽  
Convolutional Neural Networks ◽  
Activity Recognition ◽  
Human Activity ◽  
Human Activity Recognition
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