Time-Frequency Examples

Some examples of how to explore time-frequency content of M/EEG data with MNE.

Compute a cross-spectral density (CSD) matrix

Compute a cross-spectral density (CSD) matrix

Compute Power Spectral Density of inverse solution from single epochs

Compute Power Spectral Density of inverse solution from single epochs

Compute power and phase lock in label of the source space

Compute power and phase lock in label of the source space

Compute source power spectral density (PSD) in a label

Compute source power spectral density (PSD) in a label

Compute source power spectral density (PSD) of VectorView and OPM data

Compute source power spectral density (PSD) of VectorView and OPM data

Compute induced power in the source space with dSPM

Compute induced power in the source space with dSPM

Temporal whitening with AR model

Temporal whitening with AR model

Compute and visualize ERDS maps

Compute and visualize ERDS maps

Explore event-related dynamics for specific frequency bands

Explore event-related dynamics for specific frequency bands

Time-frequency on simulated data (Multitaper vs. Morlet vs. Stockwell vs. Hilbert)

Time-frequency on simulated data (Multitaper vs. Morlet vs. Stockwell vs. Hilbert)