Baum-Welch reestimation formula for coupled sequential machines

Extends the well known Baum-Welch algorithm for the parameter estimation of autonomous initialized stochastic sequential machines (ISSMs) to the case of feed-forward networks of ISSMs where the particular machines are communicating via hidden symbols. The approach should be appropriate if the stochastic process under consideration exhibits a modular structure.<
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