BinaryConnect: Training Deep Neural Networks with binary weights during propagations.
Matthieu CourbariauxYoshua BengioJean-Pierre DavidPublished in: CoRR (2015)
Keyphrases
- neural network
- training process
- training algorithm
- feedforward neural networks
- multi layer perceptron
- pattern recognition
- neural network training
- back propagation
- feed forward neural networks
- deep architectures
- artificial neural networks
- backpropagation algorithm
- online learning
- linearly combined
- multilayer neural network
- neural network structure
- hidden neurons
- feedforward artificial neural networks
- number of hidden units
- radial basis function
- linear combination
- weighted sum
- neural network model
- training samples
- relative importance
- weighting scheme
- network architecture
- deep learning
- hidden layer
- multi layer
- recurrent neural networks
- error back propagation
- fault diagnosis
- fuzzy logic