Types and states: Mixture and hidden Markov models for cognitive science.
Ingmar VisserMaarten SpeekenbrinkPublished in: CogSci (2014)
Keyphrases
- hidden markov models
- cognitive science
- hidden states
- artificial intelligence
- cognitive processes
- markov models
- speech recognition
- information processing
- computer science
- mixture distributions
- human cognition
- gesture recognition
- sequence classification
- connectionist models
- latent variable models
- sequential data
- viterbi algorithm
- markov model
- cognitive systems
- embodied cognition
- conditional random fields
- natural intelligence
- computational intelligence
- hidden state
- baum welch
- mixture model
- ai researchers
- bayesian networks
- visual speech recognition
- knowledge representation
- random effects
- continuous hidden markov models
- exponential family
- em algorithm
- query processing
- expert systems
- data analysis
- knowledge base