A Hybrid Recurrent Neural Networks Architecture Inspired by Hidden Markov Models: Training and Extraction of Deterministic Finite Automaton.
Rohitash ChandraChristian W. OmlinPublished in: Artificial Intelligence and Pattern Recognition (2007)
Keyphrases
- hidden markov models
- recurrent neural networks
- echo state networks
- recurrent networks
- deterministic finite automaton
- discriminative training
- baum welch
- viterbi algorithm
- neural network
- feed forward
- markov models
- speech recognition
- artificial neural networks
- markov model
- gesture recognition
- discriminative classifiers
- hidden state
- hidden states
- model checking
- continuous hidden markov models
- conditional random fields
- information extraction
- sequence classification
- sequential data
- automatic speech recognition
- search space