Accelerating Bayesian Neural Networks via Algorithmic and Hardware Optimizations.
Hongxiang FanMartin FeriancZhiqiang QueXinyu NiuMiguel R. D. RodriguesWayne LukPublished in: IEEE Trans. Parallel Distributed Syst. (2022)
Keyphrases
- neural network
- low cost
- computing power
- pattern recognition
- hardware and software
- real time
- bayesian networks
- computer systems
- artificial neural networks
- bayesian decision
- bayesian estimation
- bayesian learning
- massively parallel
- back propagation
- fuzzy logic
- maximum likelihood
- network architecture
- genetic algorithm
- multilayer perceptron
- self organizing maps
- parallel hardware
- bayesian analysis
- hardware architecture
- posterior probability
- reinforcement learning
- data driven
- control program
- high end
- circuit design
- learning algorithm
- information systems
- image processing
- computing systems
- posterior distribution
- multi layer
- bayesian inference
- expert systems
- embedded systems
- associative memory
- feed forward