QuantBayes: Weight Optimization for Memristive Neural Networks via Quantization-Aware Bayesian Inference.
Yue ZhouXiaofang HuLidan WangGuangdong ZhouShukai DuanPublished in: IEEE Trans. Circuits Syst. I Regul. Pap. (2021)
Keyphrases
- bayesian inference
- neural network
- probabilistic model
- hyperparameters
- prior information
- variational inference
- bayesian model
- hierarchical bayesian
- gibbs sampler
- statistical inference
- particle filter
- variational bayes
- probabilistic modeling
- markov networks
- weighted model counting
- neural network model
- artificial neural networks
- search algorithm
- prior distribution
- markov chain monte carlo
- hidden variables
- back propagation
- variational approximation