A Simple and Efficient Stochastic Rounding Method for Training Neural Networks in Low Precision.
Lu XiaMartijn AnthonissenMichiel E. HochstenbachBarry KorenPublished in: CoRR (2021)
Keyphrases
- neural network
- feed forward neural networks
- clustering method
- segmentation method
- pattern recognition
- detection method
- training process
- computational complexity
- significant improvement
- cost function
- computational cost
- high accuracy
- computationally efficient
- neural nets
- bp neural network
- highly efficient
- linear programming
- semi supervised
- genetic algorithm
- markov random field
- back propagation
- monte carlo
- high precision
- pairwise
- preprocessing
- optimal solution
- learning algorithm
- training phase