Differentiable Soft Quantization: Bridging Full-Precision and Low-Bit Neural Networks.
Ruihao GongXianglong LiuShenghu JiangTianxiang LiPeng HuJiazhen LinFengwei YuJunjie YanPublished in: CoRR (2019)
Keyphrases
- neural network
- uniform quantization
- pattern recognition
- adaptive quantization
- fuzzy logic
- precision and recall
- high precision
- neural nets
- neural network model
- self organizing maps
- successive approximation
- quantization error
- fuzzy systems
- genetic algorithm
- loss function
- back propagation
- recurrent neural networks
- rough sets
- multi layer
- feature vectors
- training process
- high levels
- artificial neural networks
- high recall
- expert systems
- multiscale