Relational reasoning and generalization using non-symbolic neural networks.
Atticus GeigerAlexandra CarstensenMichael C. FrankChristopher PottsPublished in: CogSci (2020)
Keyphrases
- neural network
- connectionist models
- connectionist systems
- neural learning
- symbolic reasoning
- symbolic knowledge
- pattern recognition
- reasoning systems
- reasoning process
- relational databases
- neural nets
- back propagation
- multi layer
- genetic algorithm
- relational data
- model based reasoning
- artificial neural networks
- symbolic representation
- data model
- automated reasoning
- fuzzy logic
- multi relational
- computer algebra systems
- knowledge base
- high level
- bayesian networks
- activation function
- probabilistic reasoning
- knowledge representation
- feed forward
- neural network model
- self organizing maps
- relational learning
- cognitive architecture
- reasoning tasks
- training algorithm
- binary decision diagrams
- expert systems
- database