VIBNN: Hardware Acceleration of Bayesian Neural Networks.
Ruizhe CaiAo RenNing LiuCaiwen DingLuhao WangXuehai QianMassoud PedramYanzhi WangPublished in: CoRR (2018)
Keyphrases
- neural network
- hardware and software
- low cost
- real time
- pattern recognition
- bayesian inference
- bayesian networks
- artificial neural networks
- neural nets
- back propagation
- genetic algorithm
- bayesian learning
- hardware implementation
- neural network model
- computer systems
- multilayer perceptron
- data driven
- decision theory
- bayesian estimation
- posterior distribution
- multi layer
- parallel hardware
- image processing
- personal computer
- high end
- associative memory
- recurrent neural networks
- feed forward
- maximum likelihood
- computing power
- bayesian decision
- bayesian analysis
- rule extraction
- digital circuits
- vlsi implementation
- massively parallel
- activation function
- gaussian processes
- embedded systems
- posterior probability
- sufficient conditions
- fuzzy logic
- information systems
- machine learning