Approximate arithmetic aware training for stochastic computing neural networks.
Christiam F. FrasserAlejandro MoránVincent CanalsJoan FontEugeni IsernMiquel RocaJosep L. RossellóPublished in: DCIS (2023)
Keyphrases
- neural network
- training process
- training algorithm
- feedforward neural networks
- jump diffusion process
- backpropagation algorithm
- neural network training
- error back propagation
- feed forward neural networks
- feed forward
- artificial neural networks
- back propagation
- stochastic optimization
- recurrent networks
- monte carlo
- training examples
- multi layer
- pattern recognition
- training patterns
- machine learning
- training phase
- neural network model
- fuzzy logic
- training set
- multi layer perceptron
- neural nets
- multilayer perceptron
- test set
- online learning
- efficiently computing
- bayesian networks