State-Space Kinetic Ising Model Code and Data for Neuronal Spiking Analysis

Data Archive for "State-Space Kinetic Ising Model"

This Zenodo entry provides archival storage for large-scale precomputed data used in the analysis of non-stationary and nonequilibrium neuronal spiking activity, as described in the associated code repository.

Note: This Zenodo page only hosts the data required to reproduce the figures.
For the source code, documentation, and instructions on how to run the analysis, please visit the GitHub repository:

🔗 GitHub Repository: https://github.com/KenIshihara-17171ken/Non_equ

 Included Folders

Once extracted, the following directories should appear inside the main_kinetic/saved_data/ path:

• data_emd/ — EM algorithm results

• data_sampling_entropy_flow/ — Sampling-based entropy flow data

• data_theta_spike/ — Synthetic spike trains and model parameters

Citation

If you use this dataset, please cite the corresponding preprint:
arXiv: 2502.15440