Accelerating Sparse Deep Neural Networks on FPGAs.
Sitao HuangCarl PearsonRakesh NagiJinjun XiongDeming ChenWen-Mei W. HwuPublished in: HPEC (2019)
Keyphrases
- neural network
- pattern recognition
- genetic algorithm
- fuzzy logic
- neural network model
- sparse data
- high dimensional
- back propagation
- training process
- recurrent neural networks
- rule extraction
- fault diagnosis
- field programmable gate array
- sparse matrix
- deep learning
- compressed sensing
- activation function
- neural nets
- feed forward
- artificial neural networks
- image sequences