Robustness of brain state identification in synthetic phase-coupled neurodynamics using Hidden Markov Models

This repository contains the synthetic data generated for the paper "Robustness of brain state identification in synthetic phase-coupled neurodynamics using Hidden Markov Models" published in Frontiers in System Neuroscience. Each file contains the timecourse of the signals used to generate a particular coupling. Citation: Pieramico G, Makkinayeri S, Guidotti R, Basti A, Voso D, Lucarelli D, D’Andrea A, L’Abbate T, Romani GL, Pizzella V and Marzetti L (2025) Robustness of brain state identification in synthetic phase-coupled neurodynamics using Hidden Markov Models. Front. Syst. Neurosci. 19:1548437. doi: 10.3389/fnsys.2025.1548437