Publications using pyspi
This page lists scientific research publications that have used pyspi. In cases where journal articles are not open access (marked by π), we also provide a link to the freely accessible preprint (marked by π). Links to GitHub code repositories (marked by π») are also provided where possible. To summarise:
π = Journal is not open access.
π = Journal is open access.
π = Freely accessible pre-print.
π» = Code/Data available.
Original Paper

Introduced pyspi as a comprehensive library of statistics of pairwise interactions and assessed their behaviour on a range of real-world and simulated systems.
π Nature Computational Science (2023).
π arXIv preprint (2023).
π» GitHub repository.
Applications Papers
The following publications have utilised pyspi for a variety of real-world applications including:

Extracting interpretable signatures of whole-brain dynamics through systematic comparison.
πPLOS Computational Biology (2024).
π bioRxiv (2024).
π» Code.

How to measure functional connectivity using resting-state fMRI? A comprehensive empirical exploration of different connectivity metrics.
πNeuroImage (2025).
π bioRxiv (2024).
π» Data.

Benchmarking methods for mapping functional connectivity in the brain.
π bioRxiv (2024). π» Code.

Identifying and evaluating connectivity-based neural correlates of consciousness.
π bioRxiv (2025).
π» Code.
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