Weighted Phase Lag Index
see [1] for further information about the measure
This license CC BY 4.0 covers the artificial
LFP-data and calculated ground truth data. \
This license BSD-3 covers the provided script codes.
Description
This folder contains subfolders for:
- 1. the WPLI related artificial LFP datasets in 'wpli_specific_artificial_data'
- 2. the ground truth data calculated by 'ft_connectivity_wpli' function from
MATLAB package FieldTrip (see
[2] ) in 'ground_truth_wpli'
- 3. the scripts used for calculating the ground truth, slicing the
R2G-data and creating the artificial
LFP-data in 'scripts'.
NOTE: *.mat files can't contain units, there for we provide the units explicitly
The _artificialLFPs{i}.mat_ files in 'wpli_specific_artificial_data' contain
the artificial LFP-signals with the fields:
- 'lfp_matrix': multi-trial LFP-data with shape (150(trials) x 2500(samples);
implicit unit: uV)
- 'times': time-vector (1 (aligned trials) x 2500 (time-points);
implicit unit: msec)
- 'sf': sampling frequency of the recording (1000; implicit unit: Hz)
There is also a _cross_spectrum_of_artificial_LFPs_1_and2.mat file containing
the cross-spectrum of signal 1 and 2 with the fields:
- 'cross_spectrum_matrix': multi-trial cross-spectrum with shape
(150(trials) x 1251(cross-spectrum))
- 'frequencies': positive, real-valued frequencies with shape
(1 (aligned trials) x 1251 (frequency); implicit unit: Hz)
The *.csv files in 'ground_truth_wpli' contain the function-dependent ground truths calculated by
the reference implementation:
References
- Vinck, Martin et al. “An improved index of phase-synchronization for
electrophysiological data in the presence of volume-conduction, noise and
sample-size bias.” NeuroImage vol. 55,4 (2011): 1548-65.
doi:10.1016/j.neuroimage.2011.01.055
- Oostenveld, R., Fries, P., Maris, E., Schoffelen, JM (2011).
FieldTrip: Open Source Software for Advanced Analysis of MEG, EEG, and
Invasive Electrophysiological Data.
Computational Intelligence and Neuroscience,
Volume 2011 (2011), Article ID 156869, doi:10.1155/2011/156869