Do Deep Neural Networks Capture Compositionality in Arithmetic Reasoning?
Keito KudoYoichi AokiTatsuki KuribayashiAna BrassardMasashi YoshikawaKeisuke SakaguchiKentaro InuiPublished in: CoRR (2023)
Keyphrases
- neural network
- pattern recognition
- artificial neural networks
- genetic algorithm
- back propagation
- neural network model
- meta level
- multi layer
- feed forward
- model based reasoning
- spatial reasoning
- self organizing maps
- fault diagnosis
- knowledge base
- recurrent neural networks
- fuzzy logic
- training process
- knowledge representation
- decision trees
- qualitative reasoning
- reasoning process
- deep learning
- formal models
- single layer
- deep architectures