Weight Normalization based Quantization for Deep Neural Network Compression.
Wen-Pu CaiWu-Jun LiPublished in: CoRR (2019)
Keyphrases
- neural network
- quantization noise
- lossy image compression
- efficient compression
- weight update
- uniform quantization
- back propagation
- compression scheme
- image compression
- artificial neural networks
- pattern recognition
- data compression
- quantization error
- neural network model
- fuzzy logic
- compression algorithm
- transform coding
- synaptic weights
- neural network is trained
- huffman coding
- neural nets
- fuzzy neural network
- entropy coding
- adaptive quantization
- bit rate
- scalar quantization
- genetic algorithm
- multi layer
- bp neural network
- compression ratio
- feed forward
- radial basis function
- lossy compression
- lossless compression
- lookup table
- quantization scheme
- preprocessing
- recurrent neural networks
- image coding
- learning algorithm
- bits per pixel
- fault diagnosis