Hardware Implementation of an Event-Based Message Passing Graphical Model Network.
Chen-Han ChienLuca LonginottiAndreas SteimerShih-Chii LiuPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2018)
Keyphrases
- belief propagation
- message passing
- graphical models
- hardware implementation
- factor graphs
- approximate inference
- probabilistic inference
- markov random field
- loopy belief propagation
- random variables
- markov networks
- efficient implementation
- probabilistic model
- signal processing
- graph cuts
- probabilistic graphical models
- exact inference
- junction tree
- conditional random fields
- stereo matching
- energy minimization
- shared memory
- bayesian networks
- map inference
- distributed systems
- conditional independence
- structure learning
- free energy
- pairwise
- network structure
- partition function
- machine learning
- belief networks
- field programmable gate array
- latent variables
- em algorithm