Ex Situ Transfer of Bayesian Neural Networks to Resistive Memory-Based Inference Hardware.
Thomas DalgatyEduardo EsmanhottoNiccolo CastellaniDamien QuerliozElisa VianelloPublished in: Adv. Intell. Syst. (2021)
Keyphrases
- neural network
- bayesian inference
- bayesian networks
- low cost
- real time
- bayesian models
- inference process
- neural network model
- hardware and software
- artificial neural networks
- statistical inference
- probabilistic inference
- bayesian learning
- back propagation
- posterior probability
- markov chain monte carlo
- gaussian processes
- fuzzy systems
- embedded systems
- multilayer perceptron
- variational inference
- pattern recognition
- bayesian estimation
- image processing
- vlsi implementation
- bayesian model selection
- computing systems
- fault diagnosis
- genetic algorithm
- decision theory
- dynamic bayesian networks
- posterior distribution
- hardware implementation
- personal computer
- model selection
- graphical models
- memory based learning
- fuzzy logic
- bayesian analysis
- belief nets