A Python signal processing package for computing spectral-domain and time-domain interactions using the bispectrum.
Project description
A Python signal processing package for computing spectral- and time-domain interactions using the bispectrum.
This package provides the tools for computing phase-amplitude coupling, time delay estimation, and wave shape features using the bispectrum and bicoherence. Additional tools for computing amplitude-amplitude coupling, phase-phase coupling, and spatio-spectral filters are also provided.
Parallel processing and Numba optimisation are implemented to reduce computation times. There is a minor reliance on the MNE signal processing toolbox.
Installation & Requirements:
Install the package into the desired environment using pip pip install pybispectra
See here for the list of requirements.
Use:
To get started with the toolbox, check out the documentation and examples.
Citing:
If you use this toolbox in your work, please include the following citation:
Binns, T. S., Pellegrini, F., Jurhar, T., & Haufe, S. (2023). PyBispectra (Version 1.1.0). DOI: 10.5281/zenodo.8377822
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