A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality.
Mario AlvianoFrancesco BartoliMarco BottaRoberto EspositoLaura GiordanoDaniele Theseider DupréPublished in: CoRR (2023)
Keyphrases
- multilayer perceptron
- conditional logic
- default reasoning
- neural network
- nonmonotonic reasoning
- belief revision
- artificial neural networks
- radial basis function
- back propagation
- modal logic
- knowledge representation and reasoning
- nonmonotonic inference
- hidden layer
- activation function
- neuro fuzzy models
- belief networks
- feedforward neural networks
- neural network model
- sound and complete axiomatization
- radial basis function network
- fuzzy logic
- pattern recognition
- high level
- genetic algorithm