An application of the splitting-up method for the computation of a neural network representation for the solution for the filtering equations

Dan Crisan, Alexander Lobbe, Salvador Ortiz-Latorre

The filtering equations govern the evolution of the conditional distribution of a signal process given partial, and possibly noisy, observations arriving sequentially in time. Thei…