Relational reasoning and generalization using non-symbolic neural networks.
Atticus GeigerAlexandra CarstensenMichael C. FrankChristopher PottsPublished in: CoRR (2020)
Keyphrases
- neural network
- connectionist systems
- neural learning
- symbolic reasoning
- connectionist models
- relational data
- symbolic knowledge
- back propagation
- artificial neural networks
- relational databases
- neural network model
- reasoning process
- fuzzy logic
- pattern recognition
- knowledge base
- relational learning
- connectionist learning
- spatial reasoning
- multi relational
- data model
- qualitative reasoning
- automated reasoning
- reasoning tasks
- relational model
- probabilistic logic
- knowledge representation
- fault diagnosis
- statistical relational learning
- computer algebra systems
- expert systems
- rule learner
- multilayer perceptron
- recurrent neural networks
- probabilistic reasoning
- reasoning systems
- production rules