This repository presents a computational pipeline for decoding different microstates of EEG signal. We have used HDP-HMM to find the microstates and SVM to decode these states. The current pipeline only decodes the spectral properties of the microstates. The requirements of this pipeline are:
- sklearn
- numpy
- pandas
- mne
- matplotlib
- bnpy
- seaborn
- hyperopt (Bayesian Hyperparameter Optimization)