I will present an overview on the entropy rate of hidden Markov processes (HMP’s), information and coding-theoretic motivation for its study, and some of its connections to dynamical systems, to non-linear filtering, and to statistical physics. Particular attention will be given to: – Alternative representations: via the Blackwell measure, as a Lyapunov exponent, and as a partition function in ...