Scalable Neural Network Compression and Pruning Using Hard Clustering and L1 Regularization.
Yibo YangNicholas RuozziVibhav GogatePublished in: CoRR (2018)
Keyphrases
- neural network
- self organizing maps
- clustering algorithm
- k means
- clustering method
- hierarchical clustering
- parameter free
- hard c means
- kohonen self organizing map
- art neural network
- compression scheme
- image compression
- data compression
- cluster analysis
- neural network model
- pruning method
- back propagation
- search space
- artificial neural networks
- genetic algorithm
- feed forward
- compression algorithm
- fuzzy clustering
- denoising
- categorical data
- data points
- pruning algorithm
- neural gas
- pattern recognition