An Analytically Tractable Bayesian Approximation to Optimal Point Process Filtering

Yuval Harel, Ron Meir, Manfred Opper

The process of dynamic state estimation (filtering) based on point process observations is in general intractable. Numerical sampling techniques are often practically useful, but l…