SparTANN: sparse training accelerator for neural networks with threshold-based sparsification.
Hyeonuk SimJooyeon ChoiJongeun LeePublished in: ISLPED (2020)
Keyphrases
- neural network
- training process
- training algorithm
- feed forward neural networks
- feedforward neural networks
- multi layer perceptron
- pattern recognition
- backpropagation algorithm
- training patterns
- neural network training
- back propagation
- radial basis function
- fuzzy logic
- training examples
- neural network structure
- activation function
- error back propagation
- neural network model
- training samples
- least squares
- artificial neural networks
- neural nets
- avoid overfitting
- reduced set
- compressed sensing
- basis functions
- supervised learning
- support vector machine
- training data
- decision trees