An Unbiased MCMC FPGA-Based Accelerator in the Land of Custom Precision Arithmetic.
Shuanglong LiuGrigorios MingasChristos-Savvas BouganisPublished in: IEEE Trans. Computers (2017)
Keyphrases
- application specific
- field programmable gate array
- markov chain
- domain specific
- monte carlo
- general purpose
- high precision
- parallel implementation
- precision and recall
- markov chain monte carlo
- pipelined architecture
- posterior distribution
- high recall
- urban land
- posterior probability
- particle filtering
- generative model
- hardware design
- arithmetic operations
- hardware software partitioning