Parallel Tempering MCMC Acceleration Using Reconfigurable Hardware.
Grigorios MingasChristos-Savvas BouganisPublished in: ARC (2012)
Keyphrases
- markov chain monte carlo
- bayesian inference
- reconfigurable hardware
- generative model
- markov chain
- monte carlo
- posterior distribution
- parameter estimation
- posterior probability
- low cost
- approximate inference
- particle filter
- processing elements
- hardware software
- probabilistic model
- prior information
- data association
- evolvable hardware
- particle filtering
- parallel processing
- restricted boltzmann machine
- simulated annealing
- parallel computing
- parallel implementation
- shared memory
- fine grain
- state space
- em algorithm
- functional units
- computer vision