Lower bounds over Boolean inputs for deep neural networks with ReLU gates.
Anirbit MukherjeeAmitabh BasuPublished in: Electron. Colloquium Comput. Complex. (2017)
Keyphrases
- lower bound
- neural network
- upper bound
- lower and upper bounds
- branch and bound algorithm
- objective function
- np hard
- artificial neural networks
- pattern recognition
- vc dimension
- branch and bound
- real valued
- fuzzy logic
- upper and lower bounds
- back propagation
- boolean functions
- recurrent neural networks
- fuzzy systems
- optimal cost
- optimal solution
- neural network model
- fault diagnosis
- associative memory
- self organizing maps
- multi layer
- network architecture
- input variables
- input data
- worst case
- data structure
- deep learning
- quadratic assignment problem
- boolean queries