BAYESIAN STATE-SPACE MODEL FOR JOINT INFERENCE OF OSCILLATORY DYNAMICS AND POINT-PROCESS COUPLING
Bowen Zheng, Scott L. Brincat, Jacob Donoghue, Earl K. Miller, Emery N. Brown
This paper introduces a Bayesian state-space model to jointly infer oscillatory dynamics and spike-field coupling, showing improved frequency-specific estimates compared to classical methods.
bioRxiv · Jun 19, 2026 · PreprintNeuroscience