BitXpro: Regularity-Aware Hardware Runtime Pruning for Deep Neural Networks.
Hongyan LiHang LuHaoxuan WangShengji DengXiaowei LiPublished in: IEEE Trans. Very Large Scale Integr. Syst. (2023)
Keyphrases
- neural network
- low cost
- genetic algorithm
- hardware and software
- real time
- pattern recognition
- artificial neural networks
- search space
- pruning method
- multi layer
- back propagation
- self organizing maps
- radial basis function
- tree pruning
- digital circuits
- control program
- hardware implementation
- parallel hardware
- embedded systems
- feed forward
- neural network model
- general purpose
- image processing
- recurrent neural networks
- data acquisition
- fuzzy systems
- training process
- computing power
- hardware architecture
- fault diagnosis
- fuzzy logic
- information systems