RAGA: Resource-Aware Tree-Splitting for High Performance Knuth-Yao-based Discrete Gaussian Sampling on FPGAs.
Zachary J. EllisAnupam GolderAddison J. ElliottArijit RaychowdhuryPublished in: ACM Great Lakes Symposium on VLSI (2023)
Keyphrases
- tree structure
- maximum likelihood
- discrete geometry
- continuous data
- continuous domains
- classification trees
- tree structures
- sampling algorithm
- hardware and software
- tree patterns
- gaussian noise
- image processing algorithms
- gaussian mixture
- decision trees
- gaussian distribution
- embedded systems
- gaussian mixture model
- monte carlo
- expectation maximization
- markov chain
- low cost