An Integer Programming Approach to Deep Neural Networks with Binary Activation Functions.
Bubacarr BahJannis KurtzPublished in: CoRR (2020)
Keyphrases
- integer programming
- activation function
- neural network
- feed forward neural networks
- feed forward
- artificial neural networks
- back propagation
- neural nets
- np hard
- linear programming
- hidden layer
- network architecture
- multilayer perceptron
- neural architecture
- learning rate
- column generation
- constraint programming
- fuzzy neural network
- basis functions
- multi layer perceptron
- integer program
- hidden nodes
- genetic algorithm
- radial basis function
- pattern recognition
- fault diagnosis
- computational complexity
- optimal solution