Importance Estimation for Neural Network Pruning.
Pavlo MolchanovArun MallyaStephen TyreeIuri FrosioJan KautzPublished in: CoRR (2019)
Keyphrases
- neural network
- artificial neural networks
- search space
- neural network model
- neural network is trained
- pruning method
- estimation accuracy
- search algorithm
- pattern recognition
- network model
- effective pruning
- backpropagation neural network
- extended kalman filter
- relative importance
- density estimation
- associative memory
- multilayer perceptron
- fault diagnosis
- back propagation
- least squares
- image sequences
- case study
- genetic algorithm
- machine learning