Dimension-independent bounds on the degree of approximation by neural networks.
Hrushikesh Narhar MhaskarCharles A. MicchelliPublished in: IBM J. Res. Dev. (1994)
Keyphrases
- neural network
- error bounds
- approximation error
- pattern recognition
- approximation methods
- stage stochastic programs
- lower bound
- error tolerance
- artificial neural networks
- upper bound
- worst case
- low degree
- back propagation
- genetic algorithm
- multi layer
- upper and lower bounds
- fuzzy systems
- data sets
- worst case bounds
- global exponential stability
- training data
- lower and upper bounds
- neural nets
- theoretical analysis
- fuzzy logic
- training algorithm
- rule extraction
- function approximators
- approximation algorithms
- multilayer perceptron
- fault diagnosis
- control system