Multithreaded Layer-wise Training of Sparse Deep Neural Networks using Compressed Sparse Column.
Mohammad Hasanzadeh-MofradRami G. MelhemMuhammad Yousuf AhmadMohammad HammoudPublished in: HPEC (2019)
Keyphrases
- neural network
- sparse data
- sparse representation
- high dimensional
- sparse matrix
- multi layer
- feedforward neural networks
- pairwise
- binary matrices
- compressed sensing
- compressive sensing
- training process
- training algorithm
- avoid overfitting
- feed forward neural networks
- data compression
- sparse coding
- training samples
- supervised learning
- fuzzy logic
- pattern recognition