Targeting EEG/LFP Synchrony with Neural Nets

This is the code for 'Targeting EEG/LFP Synchrony with Neural Nets' (SyncNet). Input data format is Number x channel x time. The sample code gives the result of the synthetic dataset.

For a quick start, run make_synthetic_data.m to get toy.mat as toy EEG data. Then run SyncNet.py to test the SyncNet performance on the toy EEG data.

@inproceedings{li2017targeting,
  title={Targeting EEG/LFP Synchrony with Neural Nets},
  author={Li, Yitong and Murias, Michael and Major, Samantha and Dawson, Geraldin and Dzirasa, Kafui and Carin, Lawrence and Carlson, David E.},
  booktitle={Advances in Neural Information Processing Systems},
  pages={4621--4631},
  year={2017}
}