A preferential interpretation of MultiLayer Perceptrons in a conditional logic with typicality.
Mario AlvianoFrancesco BartoliMarco BottaRoberto EspositoLaura GiordanoDaniele Theseider DupréPublished in: Int. J. Approx. Reason. (2024)
Keyphrases
- multilayer perceptron
- conditional logic
- default reasoning
- neural network
- belief revision
- nonmonotonic reasoning
- modal logic
- back propagation
- artificial neural networks
- radial basis function
- hidden layer
- nonmonotonic inference
- radial basis function network
- knowledge representation and reasoning
- neural network model
- belief networks
- sound and complete axiomatization
- high level
- activation function
- neuro fuzzy models
- neural nets
- probabilistic inference
- fixed point
- nearest neighbor
- fuzzy logic
- dynamic programming
- feature extraction
- artificial intelligence
- machine learning