VIBNN: Hardware Acceleration of Bayesian Neural Networks.
Ruizhe CaiAo RenNing LiuCaiwen DingLuhao WangXuehai QianMassoud PedramYanzhi WangPublished in: ASPLOS (2018)
Keyphrases
- neural network
- hardware and software
- pattern recognition
- low cost
- artificial neural networks
- maximum likelihood
- bayesian networks
- fuzzy logic
- recurrent neural networks
- real time
- posterior probability
- feed forward
- image processing
- neural nets
- multi layer
- fault diagnosis
- back propagation
- computer systems
- genetic algorithm
- hardware implementation
- computing power
- bayesian learning
- parallel hardware
- vlsi implementation
- hardware architecture
- single chip
- high end
- massively parallel
- activation function
- multi layer perceptron
- network architecture
- posterior distribution
- neural network model