Efficiently Combining SVD, Pruning, Clustering and Retraining for Enhanced Neural Network Compression.
Koen GoetschalckxBert MoonsPatrick WambacqMarian VerhelstPublished in: EMDL@MobiSys (2018)
Keyphrases
- neural network
- self organizing maps
- singular value decomposition
- clustering algorithm
- search space
- k means
- clustering method
- neural gas
- artificial neural networks
- categorical data
- recurrent neural networks
- spectral clustering
- pruning algorithms
- data compression
- hierarchical clustering
- neural network model
- genetic algorithm
- image compression
- unsupervised learning
- outlier detection
- kohonen self organizing map
- pattern recognition
- prune the search space
- knn
- data clustering
- cluster analysis
- anomaly detection
- radial basis function
- compression algorithm
- compression ratio
- dimensionality reduction
- document clustering
- data points
- multi layer perceptron
- fuzzy artmap
- back propagation
- feature selection
- art neural network
- fault diagnosis