SpinBayes: Algorithm-Hardware Co-Design for Uncertainty Estimation Using Bayesian In-Memory Approximation on Spintronic-Based Architectures.
Soyed Tuhin AhmedKamal DanouchiMichael HefenbrockGuillaume PrenatLorena AnghelMehdi B. TahooriPublished in: ACM Trans. Embed. Comput. Syst. (2023)
Keyphrases
- estimation algorithm
- memory usage
- preprocessing
- k means
- dynamic programming
- learning algorithm
- matching algorithm
- computational complexity
- np hard
- worst case
- neural network
- density estimation
- detection algorithm
- parameter estimation
- segmentation algorithm
- low cost
- optimal solution
- real time
- data structure
- memory requirements
- hardware implementation
- image sequences
- estimation accuracy
- approximation ratio
- monte carlo sampling