FPGA Acceleration of Probabilistic Sentential Decision Diagrams with High-level Synthesis.
Young Kyu ChoiCarlos SantillanaYujia ShenAdnan DarwicheJason CongPublished in: ACM Trans. Reconfigurable Technol. Syst. (2023)
Keyphrases
- high level synthesis
- decision diagrams
- parallel architecture
- bayesian networks
- multi valued
- probabilistic model
- hardware implementation
- binary decision diagrams
- design space exploration
- markov decision processes
- efficient computation
- image processing
- constraint satisfaction problems
- data compression
- search algorithm
- digital circuits
- optimal solution