Examples gallery

Below is a list of example scripts showing basic usage for most methods in MEEGkit.

The examples can be browsed directly on Github.

sphx_glr_auto_examples_run_all_notebooks.py

Execute all notebooks in the `./examples directory.

Ringing artifact reduction example

Ringing artifact reduction example

Sparse time artifact removal on simulated data

Sparse time artifact removal on simulated data

Endpoint-corrected Hilbert transform (ECHT) phase estimation

Endpoint-corrected Hilbert transform (ECHT) phase estimation

DSS example

DSS example

ASR example

ASR example

Remove line noise with ZapLine

Remove line noise with ZapLine

Robust detrending examples

Robust detrending examples

Example demonstrating STAR + DSS

Example demonstrating STAR + DSS

Multiway canonical correlation analysis (mCCA)

Multiway canonical correlation analysis (mCCA)

Rhythmic Entrainment Source Separation (RESS) example

Rhythmic Entrainment Source Separation (RESS) example

mCCA example: Sinusoidal target in separable noise

mCCA example: Sinusoidal target in separable noise

Causal phase estimation example

Causal phase estimation example

Task-related component analysis for SSVEP detection

Task-related component analysis for SSVEP detection