High-Performance FPGA-based Accelerator for Bayesian Neural Networks.
Hongxiang FanMartin FeriancMiguel RodriguesHongyu ZhouXinyu NiuWayne LukPublished in: CoRR (2021)
Keyphrases
- neural network
- field programmable gate array
- compute intensive
- bayesian estimation
- artificial neural networks
- pattern recognition
- back propagation
- parallel implementation
- genetic algorithm
- fuzzy logic
- neural network model
- data driven
- bayesian inference
- application specific
- high efficiency
- fuzzy systems
- bayesian decision
- posterior distribution
- real time
- recurrent neural networks
- scientific computing
- bayesian networks
- multi layer
- multilayer perceptron
- fuzzy neural network
- machine learning
- bayesian learning
- high reliability
- hardware implementation
- multi layer perceptron
- parallel computing
- posterior probability
- radial basis function
- data sets