Preprocessing

These tutorials cover various preprocessing techniques for continuous data, as well as some diagnostic plotting methods.

Overview of artifact detection

Overview of artifact detection

Handling bad channels

Handling bad channels

Rejecting bad data spans and breaks

Rejecting bad data spans and breaks

Background information on filtering

Background information on filtering

Filtering and resampling data

Filtering and resampling data

Repairing artifacts with regression

Repairing artifacts with regression

Repairing artifacts with ICA

Repairing artifacts with ICA

Background on projectors and projections

Background on projectors and projections

Repairing artifacts with SSP

Repairing artifacts with SSP

Setting the EEG reference

Setting the EEG reference

Extracting and visualizing subject head movement

Extracting and visualizing subject head movement

Signal-space separation (SSS) and Maxwell filtering

Signal-space separation (SSS) and Maxwell filtering

Preprocessing functional near-infrared spectroscopy (fNIRS) data

Preprocessing functional near-infrared spectroscopy (fNIRS) data

Preprocessing optically pumped magnetometer (OPM) MEG data

Preprocessing optically pumped magnetometer (OPM) MEG data

Working with eye tracker data in MNE-Python

Working with eye tracker data in MNE-Python