Lower Bounds on the Depth of Integral ReLU Neural Networks via Lattice Polytopes.
Christian HaaseChristoph HertrichGeorg LohoPublished in: CoRR (2023)
Keyphrases
- lower bound
- neural network
- lattice points
- upper bound
- convex hull
- integer points
- artificial neural networks
- branch and bound algorithm
- depth map
- back propagation
- np hard
- objective function
- depth information
- branch and bound
- pattern recognition
- multilayer perceptron
- self organizing maps
- fuzzy logic
- multi layer
- lower and upper bounds
- worst case
- recurrent neural networks
- fuzzy systems
- vc dimension
- lower bounding
- lattice structure
- scheduling problem
- neural network model
- optimal solution