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.
Install the package into the desired environment using pip pip install pybispectra
See here for the list of requirements.
To get started with the toolbox, check out the documentation and examples.
If you use this toolbox in your work, please include the following citation:
Binns, T. S., Pellegrini, F., Jurhar, T., & Haufe, S. (2023). PyBispectra. DOI: 10.5281/zenodo.8377820