Multivariate phase synchrony analysis of EEG

Version 1.0.0 (23.7 KB) by Amir Omidvarnia

This package implements several generalized phase synchrony measures for EEG analysis.

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Updated 23 Dec 2018

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This package is associated with the functions and analyses of our paper:

Payam Shahsavari Baboukani, Ghasem Azemi, Boualem Boashash, Paul Colditz, Amir Omidvarnia,
A novel multivariate phase synchrony measure: Application to multichannel newborn EEG analysis,
Digital Signal Processing, Volume 84, 2019, Pages 59-68, ISSN 1051-2004

We acknowledge the following references in our implementation:

Circular Statistics Toolbox for Matlab: https://au.mathworks.com/matlabcentral/fileexchange/10676-circular-statistics-toolbox-directional-statistics

Hyper-Torus Synchrony (HTS) measure from M. Al-Khassaweneh, M. Villafañe-Delgado, A. Y. Mutlu and S. Aviyente, "A Measure of Multivariate Phase Synchrony Using Hyperdimensional Geometry," in IEEE Transactions on Signal Processing, vol. 64, no. 11, pp. 2774-2787, June1, 2016.

Cite As

Baboukani, Payam Shahsavari, et al. “A Novel Multivariate Phase Synchrony Measure: Application to Multichannel Newborn EEG Analysis.” Digital Signal Processing, vol. 84, Elsevier BV, Jan. 2019, pp. 59–68, doi:10.1016/j.dsp.2018.08.019.

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MATLAB Release Compatibility

Created with R2018b

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Analyses

Functions

Version	Published	Release Notes
1.0.0	23 Dec 2018		Download

MLA	Baboukani, Payam Shahsavari, et al. “A Novel Multivariate Phase Synchrony Measure: Application to Multichannel Newborn EEG Analysis.” Digital Signal Processing, vol. 84, Elsevier BV, Jan. 2019, pp. 59–68, doi:10.1016/j.dsp.2018.08.019.
APA	Baboukani, P. S., Azemi, G., Boashash, B., Colditz, P., & Omidvarnia, A. (2019). A novel multivariate phase synchrony measure: Application to multichannel newborn EEG analysis. Digital Signal Processing, 84, 59–68. Elsevier BV. Retrieved from https://doi.org/10.1016%2Fj.dsp.2018.08.019
BibTeX	@article{Shahsavari_Baboukani_2019, doi = {10.1016/j.dsp.2018.08.019}, url = {https://doi.org/10.1016%2Fj.dsp.2018.08.019}, year = 2019, month = {jan}, publisher = {Elsevier {BV}}, volume = {84}, pages = {59--68}, author = {Payam Shahsavari Baboukani and Ghasem Azemi and Boualem Boashash and Paul Colditz and Amir Omidvarnia}, title = {A novel multivariate phase synchrony measure: Application to multichannel newborn {EEG} analysis}, journal = {Digital Signal Processing} }