Sign-magnitude SC: getting 10X accuracy for free in stochastic computing for deep neural networks.
Aidyn ZhakatayevSugil LeeHyeon Uk SimJongeun LeePublished in: DAC (2018)
Keyphrases
- neural network
- high accuracy
- pattern recognition
- computational cost
- jump diffusion process
- highly accurate
- prediction accuracy
- fuzzy logic
- artificial neural networks
- machine learning
- back propagation
- computational efficiency
- neural network model
- precision and recall
- computational complexity
- evolutionary algorithm
- classification accuracy
- data sets
- self organizing maps
- neural nets
- activation function
- stochastic optimization
- decision trees