Group sparse regularization for deep neural networks.
Simone ScardapaneDanilo ComminielloAmir HussainAurelio UnciniPublished in: Neurocomputing (2017)
Keyphrases
- neural network
- sparsity regularization
- mixed norm
- elastic net
- genetic algorithm
- structured sparsity
- multi layer
- artificial neural networks
- fuzzy logic
- back propagation
- rank minimization
- sparse coding
- group members
- pattern recognition
- sparse approximation
- feed forward
- self organizing maps
- fault diagnosis
- sparse representation
- training process
- linear combination
- sparse data
- group lasso
- sufficient conditions
- recurrent neural networks