A full-stack view of probabilistic computing with p-bits: devices, architectures and algorithms.
Shuvro ChowdhuryAndrea GrimaldiNavid Anjum AaditShaila NiaziMasoud MohseniShun KanaiHideo OhnoShunsuke FukamiLuke TheogarajanGiovanni FinocchioSupriyo DattaKerem Yunus CamsariPublished in: CoRR (2023)
Keyphrases
- computational efficiency
- orders of magnitude
- times faster
- learning algorithm
- image sequences
- error correcting codes
- graph theory
- computational complexity
- probabilistic model
- real time
- optimization problems
- probabilistic approaches
- convergence rate
- machine learning algorithms
- theoretical analysis
- computationally efficient
- low cost
- mobile devices
- data structure
- bayesian networks
- neural network