BinaryConnect: Training Deep Neural Networks with binary weights during propagations.

Matthieu Courbariaux Yoshua Bengio Jean-Pierre David

Published in: NIPS (2015)

Keyphrases

neural network
training process
training algorithm
feedforward neural networks
neural network training
multi layer perceptron
artificial neural networks
back propagation
training patterns
feed forward neural networks

feedforward artificial neural networks
pattern recognition
training examples
neural network structure
deep architectures
hidden neurons
training set
backpropagation algorithm
connection weights
self organizing maps

training samples
linear combination
fuzzy logic
error back propagation
activation function
weighted sum
linearly combined
weight update
neural network model
output layer

online training
supervised learning
number of hidden units
hidden units
deep learning
non binary
rbf network
recurrent neural networks
fault diagnosis
decision trees