The focus point of this project is to research the difference between sleep of pre seizure and normal sleep.
You need read DataProcessing
MNE: pip install -U https://api.github.com/repos/mne-tools/mne-python/zipball/master
Python : pip install python
You need run ./Seeg_VMAML_Double_Vae.py
data There are some data about raw seeg data, processed data, and channels information.
RelationNet including CNN coding, few-shot learning coding, and feature visualization methods.
test including testing methods.
util including reading .*edf file methods, and filtering methods.
MAML including MAML model.
VAML A new model that combines vae and maml.
VAE variational auto encode, coding seeg matrix.
Visualization SEEG heatmap calculation
Statistical files Experimental result
Metalearning_Baselines other meta learning models
pre_seizure: 1, normal_sleep:0