Interpretability of Recurrent Neural Networks Trained on Regular Languages.
Christian OlivaLuis Fernando Lago-FernándezPublished in: IWANN (2) (2019)
Keyphrases
- recurrent neural networks
- regular languages
- echo state networks
- grammatical inference
- context free languages
- regular expressions
- finite automata
- decision problems
- neural network
- feed forward
- recurrent networks
- context free grammars
- pac learning
- positive data
- context free
- finite state machines
- rule base
- equivalence queries
- query language
- data model
- training set
- uniform distribution
- statistical queries
- labeled data
- model selection
- active learning
- database systems
- knowledge base