Training a Hidden Markov Model with a Bayesian Spiking Neural Network.
Amirhossein TavanaeiAnthony S. MaidaPublished in: J. Signal Process. Syst. (2018)
Keyphrases
- hidden markov models
- discriminative training
- baum welch
- spiking neural networks
- sequential data
- speech recognition
- cerebellar model
- conditional random fields
- biologically inspired
- training set
- posterior probability
- hidden state
- viterbi algorithm
- training process
- supervised learning
- probabilistic model
- learning rules
- bayesian networks
- neural network
- liquid state machine
- biologically plausible
- gaussian processes
- training algorithm
- pattern recognition
- reinforcement learning
- image sequences