Question: is hmm a neural network?
Answer: The mixture model (and HMM) is a model of the data generating process, sometimes called a likelihood or 'forward model'. ... In contrast to the mixture model (and HMM) the neural network learns a posterior distribution over the output categories directly (a discriminative approach).