Deep Neural Network Compression by In-Parallel Pruning-Quantization.
Frederick TungGreg MoriPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2020)
Keyphrases
- neural network
- quantization noise
- compression scheme
- lossy image compression
- image compression
- self organizing maps
- compression algorithm
- search space
- entropy coding
- bp neural network
- uniform quantization
- genetic algorithm
- huffman coding
- transform coding
- back propagation
- neural network model
- artificial neural networks
- fuzzy logic
- data compression
- shared memory
- pruning method
- compression ratio
- neural network is trained
- computational complexity
- parallel processing
- neural nets
- parallel implementation
- lossless compression
- lossy compression
- radial basis function
- scalar quantization
- multilayer perceptron