Deep Generative Models for Physiological Signals: A Systematic Literature Review.
Nour NeifarAfef MdhaffarAchraf Ben-HamadouMohamed JmaielPublished in: CoRR (2023)
Keyphrases
- literature review
- generative model
- physiological signals
- heart rate
- probabilistic model
- daily life
- case study
- deep belief networks
- discriminative learning
- human subjects
- em algorithm
- semi supervised
- prior knowledge
- generative and discriminative models
- discriminative models
- emotion recognition
- hierarchical hidden markov models
- conditional random fields
- deep learning
- intelligent tutoring systems
- emotional state
- data sets
- ecg signals
- training data
- learning experience