Lagged Hilbert coherence, phase-locking value, and amplitude coherence

python version: joblib, scipy, numpy, statsmodels (>=0.13.5)

matlab version: parallel processing toolbox, signal processing toolbox

• lagged_coherence.py: core functions
• demo.ipynb: demonstration of the new lagged coherence algorithm
• multi_trial_demo.ipynb: demonstration of new lagged coherence algorithm with multiple trials
• sims.ipynb: tests with simulated data
• meg_sensor_data.ipynb: analysis of MEG sensor data
• lfp_data.ipynb: analysis of LFP monkey data

• lagged_hilbert_coherence.m: core function
• ar_surr.m: ARMA surrogate data generation
• demo.m: demonstration of new lagged coherence algorithm
• multi_trial_demo.m: demonstration of new lagged coherence algorithm with multiple trials
• rfft.m: Fourier transform of real signal
• irfft.m: inverse Fourier transform of real signal
• hilbert.m: hilbert transform