Progressive Weight Pruning of Deep Neural Networks using ADMM.
Shaokai YeTianyun ZhangKaiqi ZhangJiayu LiKaidi XuYunfei YangFuxun YuJian TangMakan FardadSijia LiuXiang ChenXue LinYanzhi WangPublished in: CoRR (2018)
Keyphrases
- neural network
- pattern recognition
- weight update
- neural network model
- artificial neural networks
- recurrent neural networks
- genetic algorithm
- search space
- fuzzy logic
- total variation
- activation function
- fuzzy systems
- multi layer
- pruning method
- network architecture
- feed forward
- training process
- multilayer perceptron
- weighting scheme
- pruning algorithm
- pruning methods
- radial basis function
- synaptic weights
- tree pruning
- alternating direction method of multipliers