Exploiting the Relationship between Pruning Ratio and Compression Effect for Neural Network Model Based on TensorFlow.
Bo LiuQilin WuYiwen ZhangQian CaoPublished in: Secur. Commun. Networks (2020)
Keyphrases
- neural network
- image compression
- search space
- data compression
- compression ratio
- neural network model
- data sets
- artificial neural networks
- multi layer
- compression algorithm
- recurrent neural networks
- standard deviation
- neural network is trained
- pruning algorithms
- hopfield neural network
- fuzzy neural network
- network architecture
- pattern recognition
- self organizing maps
- back propagation
- data driven
- search algorithm
- image sequences
- bp neural network
- learning vector quantization
- computational complexity
- fuzzy logic