EEGKANet

This is a trial implementation of EEGNet with KANs. Repository is under construction.

Authors:

Angeliki Ilektra Karaiskou

Cem Ates Musluoglu

Repositories:

https://github.com/KindXiaoming/pykan

https://github.com/braindecode/braindecode/tree/master

References:

Lawhern, V. J., Solon, A. J., Waytowich, N. R., Gordon, S. M., Hung, C. P., & Lance, B. J. (2018). EEGNet: a compact convolutional neural network for EEG-based brain–computer interfaces. Journal of neural engineering, 15(5), 056013.

Liu, Z., Wang, Y., Vaidya, S., Ruehle, F., Halverson, J., Soljačić, M., ... & Tegmark, M. (2024). Kan: Kolmogorov-arnold networks. arXiv preprint arXiv:2404.19756.