Phase Coupling Decomposition

You will find here all the codes and instructions needed to reproduce the experiments performed in "A supervised data-driven spatial filter denoising method for acoustic-induced artifacts in intracranial electrophysiological recordings ", by Victoria Peterson, Matteo Vissani, Shiyu Luo, Qinwan Rabbani, Nathan E. Crone, Alan Bush, and R. Mark Richardson (pre-print here)

Installation guidelines

This guidelines are based on Matlab 2021a. The library has been tested on Windows.

Requirements:

To run this library you need to include in your path the following depencies:

• BML toolbox
• Fieldtrip
• Picard

To run Example_run_HybridSimulation.m you need to compile the mex file:

mex code_CUBN.c ran1.c gasdev.c 

Download and run the demos

1. Download and extract the zip or clone PCD
2. Run the examples:

Example_run_pcd.m

Example_comparison_PCD_CAR_ICA.m

Example_run_ITPC.m

Example_run_HybridSimulation.m

And you are ready. Happy coding!