/auto-eeg-diagnosis-example

Primary LanguagePython

auto-eeg-diagnosis-example

Requirements

  1. Depends on https://robintibor.github.io/braindecode/
  2. This code was programmed in Python 3.6 (might work for other versions also).

Run

  1. Modify config.py, especially correct data folders for your path..
  2. Run with python ./auto_diagnosis.py

Paper / Citation

The corresponding paper Deep learning with convolutional neural networks for decoding and visualization of EEG pathology is at https://arxiv.org/abs/1708.08012 . Now published at http://ieeexplore.ieee.org/document/8257015/ , please cite that version:

@INPROCEEDINGS{schirrmreegdiag2017,
  author={R. Schirrmeister and L. Gemein and K. Eggensperger and F. Hutter and T. Ball},
  booktitle={2017 IEEE Signal Processing in Medicine and Biology Symposium (SPMB)},
  title={Deep learning with convolutional neural networks for decoding and visualization of EEG pathology},
  year={2017},
  volume={},
  number={},
  pages={1-7},
  ISSN={},
  month={Dec},}