Net-Trim: A Layer-wise Convex Pruning of Deep Neural Networks.
Alireza AghasiNam NguyenJustin RombergPublished in: CoRR (2016)
Keyphrases
- neural network
- multi layer
- multiple layers
- single layer
- neural network model
- genetic algorithm
- pattern recognition
- search space
- fuzzy logic
- application layer
- convex hull
- pruning method
- convex optimization
- artificial neural networks
- pairwise
- feed forward neural networks
- convex sets
- globally optimal
- neural nets
- associative memory
- tree pruning
- support vector
- pruning algorithm
- pruning strategy
- fault diagnosis
- multilayer perceptron
- multi layer perceptron
- feed forward
- rule extraction
- piecewise linear
- network architecture
- convex relaxation
- nearest neighbor
- training process
- evolutionary algorithm
- fuzzy systems
- machine learning
- database