This is the code accompaniment for the following paper presented at PhyCS 2018:
P. Tsinganos et al., “Deep Learning in EMG-based Gesture Recognition” in Proceedings of the 5th International Conference on Physiological Computing Systems (PhyCS 2018), pp. 107-114, 19-21 September, Seville, Spain.
The following python packages are needed to run the code:
- keras 2.1.6
- tensorflow 1.5.0
- sklearn 0.19.1
- scipy 1.1.0
- numpy 1.14.3
If this code helps your research, please cite the paper.
@inproceedings{PTsinganos_PhyCS2018,
author = {Tsinganos, Panagiotis and Cornelis, Bruno and Cornelis, Jan and Jansen, Bart and Skodras, Athanassios},
title = {Deep Learning in EMG-based Gesture Recognition},
booktitle = {Proceedings of the 5h International Conference on Physiological Computing Systems},
year = {2018},
doi = {10.5220/0006960201070114},
isbn = {978-989-758-329-2},
pages = {107--114},
publisher = {SciTePress},
location = {Seville, SP},
keywords = {sEMG, Gesture Recognition, Deep Learning, CNN}
}