There are a broad range of methods to analyse the EEG signals, considering as univariate signal, a multivariate set of variables, and a network. As a part of my master thesis, these analyses is necessary to extract features and answer fundemental questions about the HUMAN Brain.
This Repository is active and alongside three other Repositories (RL-and-MDD as a team work, Brain Electrophysiological Signal's Simulation, and Probabilistic Selection Task Behvaioral Toolbax are Computational Tools of my thesis.
The Covered (or Under Construction 😁) tools are listed below, I would appreciate if you could suggest me anything or criticize or use or check or ... my codes!
A set of Simple tools is provided to extract phase and power of signals if specific Spectral Bands!
- PLI (Phase Lag Index)
- Also, dPLI and wPLI
- Transfer Entropy
- Granger Causality
- PAC (Phase Amplitude Coupling) (UC)
- PLV (Phase Lock Value)
Network Studies are implemented in an indpendent Repository