2 papers
stat.ME2026
A Kuramoto-von Mises Time Series Model for Probabilistic Modeling of Coupled Oscillators
Yun Hwang, Todd P. Coleman
A system of coupled oscillators provides a fundamental framework for modeling a wide range of physical and biological phenomena. In neuroscience, the central nervous system exhibit…
stat.ME2025
Graphical Models and Efficient Inference Methods for Multivariate Phase Probability Distributions
Andrew S. Perley, Todd P. Coleman
Multivariate phase relationships are important to characterize and understand numerous physical, biological, and chemical systems, from electromagnetic waves to neural oscillations…