Version 0.7 (2024-06-03)

This version adds a new multivariate connectivity method to the spectral connectivity analysis functions, an example explaining when certain connectivity methods should be used, and a function for simulating connectivity. Computation time has also been improved in some cases, including a bug fix for parallel processing.

Enhancements

• Add support for a new multivariate connectivity method (canonical coherence; cacoh) in mne_connectivity.spectral_connectivity_epochs() and mne_connectivity.spectral_connectivity_time(), by Thomas Binns and Mohammad Orabe and Mina Jamshidi (#163).

• Add a new example for comparing use-cases of different coherency-based methods, by Thomas Binns and Mohammad Orabe (#163).

• Add a new function mne_connectivity.make_signals_in_freq_bands() for simulating connectivity between signals, by Thomas Binns and Adam Li (#173).

Bug

• Fix bug where n_jobs=-1 would not be converted to the CPU count in mne_connectivity.spectral_connectivity_epochs(), by Thomas Binns (#177).

Authors

• Thomas Binns

• Mohammad Orabe

• Mina Jamshidi

• Adam Li

• Eric Larson

• Daniel McCloy