Preprocessing#

Examples related to data preprocessing (artifact detection / rejection etc.)

Cortical Signal Suppression (CSS) for removal of cortical signals

Cortical Signal Suppression (CSS) for removal of cortical signals

Cortical Signal Suppression (CSS) for removal of cortical signals
Define target events based on time lag, plot evoked response

Define target events based on time lag, plot evoked response

Define target events based on time lag, plot evoked response
Identify EEG Electrodes Bridged by too much Gel

Identify EEG Electrodes Bridged by too much Gel

Identify EEG Electrodes Bridged by too much Gel
Transform EEG data using current source density (CSD)

Transform EEG data using current source density (CSD)

Transform EEG data using current source density (CSD)
Show EOG artifact timing

Show EOG artifact timing

Show EOG artifact timing
Find MEG reference channel artifacts

Find MEG reference channel artifacts

Find MEG reference channel artifacts
Visualise NIRS artifact correction methods

Visualise NIRS artifact correction methods

Visualise NIRS artifact correction methods
Compare the different ICA algorithms in MNE

Compare the different ICA algorithms in MNE

Compare the different ICA algorithms in MNE
Interpolate bad channels for MEG/EEG channels

Interpolate bad channels for MEG/EEG channels

Interpolate bad channels for MEG/EEG channels
Maxwell filter data with movement compensation

Maxwell filter data with movement compensation

Maxwell filter data with movement compensation
Annotate movement artifacts and reestimate dev_head_t

Annotate movement artifacts and reestimate dev_head_t

Annotate movement artifacts and reestimate dev_head_t
Annotate muscle artifacts

Annotate muscle artifacts

Annotate muscle artifacts
Removing muscle ICA components

Removing muscle ICA components

Removing muscle ICA components
Plot sensor denoising using oversampled temporal projection

Plot sensor denoising using oversampled temporal projection

Plot sensor denoising using oversampled temporal projection
Shifting time-scale in evoked data

Shifting time-scale in evoked data

Shifting time-scale in evoked data
Remap MEG channel types

Remap MEG channel types

Remap MEG channel types
XDAWN Denoising

XDAWN Denoising

XDAWN Denoising