Intelligence at the iot edge: Activity recognition with low-power microcontrollers and convolutional neural networks

A Ghibellini, L Bononi… - 2022 IEEE 19th Annual …, 2022 - ieeexplore.ieee.org
Recently, Deep Learning (DL) techniques have shown their effectiveness for Human Activity
Recognition (HAR) tasks. However, due to the storage and computational requirements …

Gait Pattern Recognition Using a Smartwatch Assisting Postoperative Physiotherapy

AI Kyritsis, G Willems, M Deriaz… - International Journal of …, 2019 - World Scientific
Postoperative rehabilitation is led by physiotherapists and is a vital program that re-
establishes joint motion and strengthens the muscles around the joint after an orthopedic …

Gait Recognition with Smart Devices Assisting Postoperative Rehabilitation in a Clinical Setting

AI Kyritsis, G Willems, M Deriaz… - 2018 First International …, 2018 - ieeexplore.ieee.org
Postoperative rehabilitation is a vital program that re-establishes joint motion and
strengthens the muscles around the joint after an orthopedic surgery. This kind of …