FlexGibbs: Reconfigurable Parallel Gibbs Sampling Accelerator for Structured Graphs.
Glenn G. KoYuji ChaiRob A. RutenbarDavid BrooksGu-Yeon WeiPublished in: FCCM (2019)
Keyphrases
- gibbs sampling
- parallel implementation
- topic models
- markov chain
- parameter estimation
- latent dirichlet allocation
- compute intensive
- em algorithm
- expectation maximization
- approximate inference
- belief networks
- field programmable gate array
- markov chain monte carlo
- exact inference
- parallel computing
- graphical models
- semi supervised