Neural networks with a continuous squashing function in the output are universal approximators.
Juan Luis CastroCarlos Javier MantasJosé Manuel BenítezPublished in: Neural Networks (2000)
Keyphrases
- neural network
- pattern recognition
- function approximators
- piecewise linear
- desired output
- fuzzy logic
- state space
- multi valued
- piecewise constant
- real time
- action space
- continuous functions
- artificial neural networks
- decision making
- sigmoid function
- radial basis function
- hidden units
- fuzzy systems
- multi layer
- neural nets
- self organizing maps
- fault diagnosis
- back propagation
- control system
- information systems
- data sets