Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint

François Desbouvries, Yohan Petetin, Achille Salaün

Hidden Markov Chains (HMC) and Recurrent Neural Networks (RNN) are two well known tools for predicting time series. Even though these solutions were developed independently in dist…