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

Activity Recognition ◽

Human Activity ◽

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 ◽

Cited By ~ 2

Author(s):

Eliasz Kantoch

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

Wearable Sensors ◽

Physical Rehabilitation ◽

Artificial Neural ◽

Sensors Fusion

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

Artificial neural networks in accelerometer-based human activity recognition

10.1109/mixdes.2015.7208482 ◽

2015 ◽

Cited By ~ 1

Author(s):

Paula Lubina ◽

Marcin Rudzki

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

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 ◽

Cited By ~ 14

Author(s):

Jozsef Suto ◽

Stefan Oniga

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

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 ◽

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

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

10.1109/iembs.2008.4650379 ◽

2008 ◽

Cited By ~ 33

Author(s):

A. M. Khan ◽

Y. K. Lee ◽

T.-S. Kim

Keyword(s):

Activity Recognition ◽

Human Activity ◽

Autoregressive Model ◽

Neural Nets ◽

Artificial Neural Nets ◽

Accelerometer Signal ◽

Human activity recognition using neural networks

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

10.1109/carpathiancc.2014.6843636 ◽

2014 ◽

Cited By ~ 23

Author(s):

Stefan Oniga ◽

Jozsef Suto

Keyword(s):

Neural Networks ◽

Activity Recognition ◽

Human Activity ◽

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

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

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 ◽

Fusion Domain

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

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

10.1109/embc.2019.8857288 ◽

2019 ◽

Cited By ~ 1

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 ◽

Short Term ◽

Term Memory ◽

Long Short Term Memory ◽

Gated Recurrent Units

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 ◽

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 ◽