Efficiency investigation of artificial neural networks in human activity recognition

Journal of Ambient Intelligence and Humanized Computing ◽

10.1007/s12652-017-0513-5 ◽

2017 ◽

Vol 9 (4) ◽

pp. 1049-1060 ◽

Author(s):

Jozsef Suto ◽

Stefan Oniga

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Artificial Neural

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Human Activity Recognition for Physical Rehabilitation Using Wearable Sensors Fusion and Artificial Neural Networks

2017 Computing in Cardiology Conference (CinC) ◽

10.22489/cinc.2017.296-332 ◽

2017 ◽

Author(s):

Eliasz Kantoch

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition ◽

Physical Rehabilitation ◽

Artificial Neural ◽

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Evaluation of Artificial Neural Networks Structures for Human Activity Recognition and Development of a Computerized Prosthetic Leg

The Journal of King Mongkut s University of Technology North Bangkok ◽

10.14416/j.kmutnb.2021.05.022 ◽

2021 ◽

Vol 31 (4) ◽

Author(s):

Uttapon Khawnuan ◽

Nantakrit Yodpijit ◽

Manutchanok Jongprasithporn

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Artificial Neural

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Artificial neural networks in accelerometer-based human activity recognition

2015 22nd International Conference Mixed Design of Integrated Circuits & Systems (MIXDES) ◽

10.1109/mixdes.2015.7208482 ◽

2015 ◽

Author(s):

Paula Lubina ◽

Marcin Rudzki

Keyword(s):

Neural Networks ◽

Artificial Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

Artificial Neural

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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

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Accelerometer signal-based human activity recognition using augmented autoregressive model coefficients and artificial neural nets

2008 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society ◽

10.1109/iembs.2008.4650379 ◽

2008 ◽

Author(s):

A. M. Khan ◽

Y. K. Lee ◽

T.-S. Kim

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Autoregressive Model ◽

Human Activity Recognition ◽

Neural Nets ◽

Artificial Neural Nets ◽

Accelerometer Signal ◽

Artificial Neural

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Human activity recognition using neural networks

Proceedings of the 2014 15th International Carpathian Control Conference (ICCC) ◽

10.1109/carpathiancc.2014.6843636 ◽

2014 ◽

Author(s):

Stefan Oniga ◽

Jozsef Suto

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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Human Activity Recognition Based on Loss-Net Fusion Domain Convolutional Neural Networks

2019 IEEE International Conference on Computation, Communication and Engineering (ICCCE) ◽

10.1109/iccce48422.2019.9010800 ◽

2019 ◽

Author(s):

Zhang Ning ◽

Lee Suk-Hwan ◽

Lee Eung-Joo

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition ◽

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Building robust models for Human Activity Recognition from raw accelerometers data using Gated Recurrent Units and Long Short Term Memory Neural Networks

2019 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) ◽

10.1109/embc.2019.8857288 ◽

2019 ◽

Author(s):

Jeremiah Okai ◽

Stylianos Paraschiakos ◽

Marian Beekman ◽

Arno Knobbe ◽

Claudio Rebelo de Sa

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Short Term Memory ◽

Human Activity Recognition ◽

Term Memory ◽

Long Short Term Memory ◽

Gated Recurrent Units

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Layer-wise training convolutional neural networks with smaller filters for human activity recognition using wearable sensors

IEEE Sensors Journal ◽

10.1109/jsen.2020.3015521 ◽

2020 ◽

pp. 1-1

Author(s):

Yin Tang ◽

Qi Teng ◽

Lei Zhang ◽

Fuhong Min ◽

Jun He

Keyword(s):

Neural Networks ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Human Activity Recognition

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Comparative Analysis of Artificial Hydrocarbon Networks versus Convolutional Neural Networks in Human Activity Recognition

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9206757 ◽

2020 ◽

Author(s):

Hiram Ponce ◽

Lourdes Martinez-Villasenor

Keyword(s):

Neural Networks ◽

Comparative Analysis ◽

Convolutional Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Human Activity Recognition

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