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

Overview of artifact detection
Handling bad channels

Handling bad channels

Handling bad channels
Rejecting bad data spans and breaks

Rejecting bad data spans and breaks

Rejecting bad data spans and breaks
Background information on filtering

Background information on filtering

Background information on filtering
Filtering and resampling data

Filtering and resampling data

Filtering and resampling data
Repairing artifacts with regression

Repairing artifacts with regression

Repairing artifacts with regression
Repairing artifacts with ICA

Repairing artifacts with ICA

Repairing artifacts with ICA
Background on projectors and projections

Background on projectors and projections

Background on projectors and projections
Repairing artifacts with SSP

Repairing artifacts with SSP

Repairing artifacts with SSP
Setting the EEG reference

Setting the EEG reference

Setting the EEG reference
Extracting and visualizing subject head movement

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

Signal-space separation (SSS) and Maxwell filtering
Preprocessing functional near-infrared spectroscopy (fNIRS) data

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

Preprocessing optically pumped magnetometer (OPM) MEG data