EAST: Encoding-Aware Sparse Training for Deep Memory Compression of ConvNets.
Matteo GrimaldiValentino PelusoAndrea CalimeraPublished in: AICAS (2020)
Keyphrases
- feed forward
- random access
- training set
- neural network
- data compression
- training process
- compression scheme
- compression ratio
- compression algorithm
- image compression
- deep architectures
- run length encoding
- complexity reduction
- arithmetic coding
- compressed data
- memory space
- low memory
- data sets
- avoid overfitting
- efficient compression
- training phase
- associative memory
- memory requirements
- training examples
- artificial neural networks
- decision making
- sparse data
- deep learning
- main memory
- back propagation
- elastic net
- semi supervised
- high dimensional
- computational complexity
- image coding algorithm