Preprocessing

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

Locating micro-scale intracranial electrode contacts

Locating micro-scale intracranial electrode contacts

Using contralateral referencing for EEG

Using contralateral referencing for EEG

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

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)

Show EOG artifact timing

Show EOG artifact timing

Reduce EOG artifacts through regression

Reduce EOG artifacts through regression

Automated epochs metadata generation with variable time windows

Automated epochs metadata generation with variable time windows

Principal Component Analysis - Optimal Basis Sets (PCA-OBS) removing cardiac artefact

Principal Component Analysis - Optimal Basis Sets (PCA-OBS) removing cardiac artefact

Find MEG reference channel artifacts

Find MEG reference channel artifacts

Visualise NIRS artifact correction methods

Visualise NIRS artifact correction methods

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 EEG data to any montage

Interpolate EEG data to any montage

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 muscle artifacts

Annotate muscle artifacts

Removing muscle ICA components

Removing muscle ICA components

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

Remap MEG channel types

Remap MEG channel types

XDAWN Denoising

XDAWN Denoising