RAM: Markov Chain Monte Carlo Sampling in SRAM for Fast Bayesian Inference.
Priyesh ShuklaAhish ShylendraTheja TulabandhulaAmit Ranjan TrivediPublished in: CoRR (2020)
Keyphrases
- bayesian inference
- markov chain monte carlo sampling
- random access memory
- markov chain monte carlo
- design considerations
- probabilistic model
- power consumption
- prior information
- low voltage
- variational inference
- particle filter
- hyperparameters
- memory access
- joint inference
- hidden variables
- expectation propagation
- markov networks
- exponential family
- generative model