Understanding the impact of precision quantization on the accuracy and energy of neural networks.
Soheil HashemiNicholas AnthonyHokchhay TannR. Iris BaharSherief RedaPublished in: DATE (2017)
Keyphrases
- neural network
- high precision
- precision and recall
- pattern recognition
- computational cost
- high accuracy
- neural network model
- precision recall
- numerical stability
- quantization error
- fuzzy systems
- highly accurate
- computational efficiency
- computational complexity
- back propagation
- error rate
- energy minimization
- fuzzy logic
- artificial neural networks
- average precision
- feature selection
- minimum energy
- genetic algorithm