Deep Recurrent Neural Networks for Human Activity Recognition

Sensors ◽

10.3390/s17112556 ◽

2017 ◽

Vol 17 (11) ◽

pp. 2556 ◽

Author(s):

Abdulmajid Murad ◽

Jae-Young Pyun

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

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

2021 IEEE International Symposium on Inertial Sensors and Systems (INERTIAL) ◽

10.1109/inertial51137.2021.9430460 ◽

2021 ◽

Author(s):

Sonia Perez-Gamboa ◽

Qingquan Sun ◽

Yan Zhang

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

PerRNN: Personalized Recurrent Neural Networks for Acceleration-Based Human Activity Recognition

ICC 2019 - 2019 IEEE International Conference on Communications (ICC) ◽

10.1109/icc.2019.8761931 ◽

2019 ◽

Author(s):

Xufei Wang ◽

Weixian Liao ◽

Yifan Guo ◽

Lixing Yu ◽

Qianlong Wang ◽

...

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

Human Activity Recognition using PCA and BiLSTM Recurrent Neural Networks

2019 2nd International Conference on Engineering Technology and its Applications (IICETA) ◽

10.1109/iiceta47481.2019.9012979 ◽

2019 ◽

Author(s):

Amir A. Aljarrah ◽

Ali H. Ali

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

Self-Gated Recurrent Neural Networks for Human Activity Recognition on Wearable Devices

Proceedings of the on Thematic Workshops of ACM Multimedia 2017 - Thematic Workshops '17 ◽

10.1145/3126686.3126764 ◽

2017 ◽

Author(s):

Toan H. Vu ◽

An Dang ◽

Le Dung ◽

Jia-Ching Wang

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Wearable Devices ◽

Human Activity Recognition

Download Full-text

Human activity recognition and classification using of convolutional neural networks and recurrent neural networks

International Journal of Applied Mathematics Electronics and Computers ◽

10.18100/ijamec.803105 ◽

2020 ◽

pp. 185-189

Author(s):

Mohammed ALBABA ◽

Alhakam QASSAB ◽

Arif YILMAZ

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Nature Communications ◽

10.1038/s41467-020-15086-2 ◽

2020 ◽

Vol 11 (1) ◽

Author(s):

Negar Golestani ◽

Mahta Moghaddam

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Magnetic Induction ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

Author Correction: Human activity recognition using magnetic induction-based motion signals and deep recurrent neural networks

Nature Communications ◽

10.1038/s41467-020-16581-2 ◽

2020 ◽

Vol 11 (1) ◽

Author(s):

Negar Golestani ◽

Mahta Moghaddam

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Magnetic Induction ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

Deep Recurrent Neural Networks for Human Activity Recognition During Skiing

Advances in Intelligent Systems and Computing - Man-Machine Interactions 6 ◽

10.1007/978-3-030-31964-9_13 ◽

2019 ◽

pp. 136-145

Author(s):

Magdalena Pawlyta ◽

Marek Hermansa ◽

Agnieszka Szczęsna ◽

Mateusz Janiak ◽

Konrad Wojciechowski

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Recurrent Neural Networks ◽

Human Activity Recognition

Download Full-text

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

IEEE Access ◽

10.1109/access.2020.3003162 ◽

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

Download Full-text

Human Activity Recognition from Accelerometer with Convolutional and Recurrent Neural Networks

Polytechnica ◽

10.1007/s41050-021-00028-8 ◽

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

Download Full-text