Quantisation and Pruning for Neural Network Compression and Regularisation.
Kimessha PaupamahSteven JamesRichard KleinPublished in: CoRR (2020)
Keyphrases
- neural network
- data compression
- image compression
- compression ratio
- artificial neural networks
- back propagation
- compression scheme
- compression algorithm
- network architecture
- search space
- genetic algorithm
- neural network is trained
- pruning method
- fault diagnosis
- model selection
- feed forward
- neural network model
- fuzzy logic
- pattern recognition
- activation function
- image reconstruction from projections
- tree pruning
- learning algorithm
- compressed data
- fuzzy neural network
- computational complexity
- training algorithm
- network model
- prediction model
- self organizing maps