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Discover_ecHFO

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Characterizing physiological high-frequency oscillations using deep learning

please follow the data preprocessing steps in Discover_eHFO or end2end/DataPreprocessing sections. The checkpoints will be released in end2end

For label assignment for each HFO:

  • 1 is Behaviour
  • 0 is Non-behaviour
  • -1 is Both

Model Training:

Please specify your path in config/config_ecHFO_training.ini

Training

python trainer.py -c config/config_ecHFO_training.ini

Inference (handling both)

python inference.py -c config/config_ecHFO_training.ini