STSnet

Spatial Time Series processing with Neural Networks

Installation:

Must be running Python 3.6

To run the notebook, fork or clone the repository and go to the downloaded directory, then execute:

pip install -r requirements.txt

Requirements we use

• pandas
• tensorflow
• scipy
• seaborn
• numpy
• matplotlib
• mne
• moabb: install from the fork

Paper

Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks

If you find this code useful, please cite the paper as:

Gatti, R, Atum, Y, Schiaffino, L, Jochumsen, M, Biurrun Manresa, J. Decoding kinetic features of hand motor preparation from single‐trial EEG using convolutional neural networks. Eur J Neurosci. 2021; 53: 556 – 570. https://doi.org/10.1111/ejn.14936