Dynamical Noise Estimation in Monovariate Time Series
https://github.com/AndScar/noise_estimation
A. Scarciglia, F. Gini, V. Catrambone, C. Bonanno and G. Valenza, "Estimation of Dynamical Noise Power in Unknown Systems," in IEEE Signal Processing Letters, vol. 30, pp. 234-238, 2023, doi: 10.1109/LSP.2023.3255170.
Functional Brain-Heart Interplay assessment using the SympathoVagal Synthetic Data Generation model
https://github.com/diegocandiar/brain_heart_svsdg/
D. Candia-Rivera, V Catrambone, R. Barbieri, and G Valenza, Functional assessment of bidirectional cortical and peripheral neural control on heartbeat dynamics: a brain-heart study on thermal stress, Neuroimage, vol. 251, n. 119023, pp. 1-12, 2022
Gaussian Process Convergent Cross-Mapping
https://github.com/lemiceterieux/gpCCM
A Ghouse, L Faes, G Valenza, Inferring directionality of coupled dynamical systems using Gaussian process priors: Application on neurovascular systems, Physical Review E, vol 104, n. 064208, 2021
Functional Brain-Heart Interplay assessment using the Synthetic Data Generation model
https://github.com/CatramboneVincenzo/Brain-Heart-Interaction-Indexes
V Catrambone, A Greco, N Vanello, EP Scilingo, and G Valenza, Time-resolved Directional Brain-Heart Interplay Measurement through Synthetic Data Generation Models, Annals of Biomedical Engineering, vol. 7, num. 6, pp 1479-1489, 2019
Sympathetic and Parasympathetic activity indices from Heart Rate Variability series
G Valenza, L Citi, JP Saul, R Barbieri, Measures of Sympathetic and Parasympathetic Autonomic Outflow from Heartbeat Dynamics, Journal of Applied Physiology, vol. 125, num 1, pp. 19-39, 2018